Moncef Gabbouj

845 papers A* 3A 31B 74C 64Misc 28Journal 433Unranked 204

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Pairwise Comparison Relation-Assisted Multiobjective Evolutionary Neural Architecture Search Method With Multipopulation Mechanism. IEEE Trans. Syst. Man Cybern. Syst. Yu Xue, Pengcheng Jiang, Chenchen Zhu, MengChu Zhou, Mohamed Wahib, Moncef Gabbouj
2026	J	`jnl`	DRACO: Data Replication and Collection Framework for Enhanced Data Availability and Robustness in IoT Networks. IEEE Internet Things J. Waleed Bin Qaim, Öznur Özkasap, Rabia Qadar, Moncef Gabbouj
2026	J	`jnl`	Deep learning-based point cloud upsampling: A survey of methodologies, performance comparisons, and noise robustness analysis. Neurocomputing Yihang Yin, Li Yu, Wei Zhou, Moncef Gabbouj
2026	J	`jnl`	FANeRV: frequency separation and augmentation based neural representation for video. Expert Syst. Appl. Li Yu, Zhihui Li, Chao Yao, Jimin Xiao, Moncef Gabbouj
2026	J	`jnl`	GraphCETF: Cost-effective training-free acceleration for evolutionary graph neural architecture search. Knowl. Based Syst. Bernard-Marie Onzo, Yu Xue, Ferrante Neri, Moncef Gabbouj, Khursheed Aurangzeb
2026	A	`conf`	JNTD-DS: A Benchmark Dataset for Just Noticeable frame rate-based Temporal Difference in Perceptual Video Coding. MMSys Sanaz Nami, Farhad Pakdaman, Sahab Taali, Mahmoud Reza Hashemi, Shervin Shirmohammadi, Moncef Gabbouj
2026	J	`jnl`	JNTD: Toward Just Noticeable Frame Rate-Based Temporal Difference for Perceptual Video Coding. IEEE Trans. Circuits Syst. Video Technol. Sanaz Nami, Farhad Pakdaman, Mahmoud Reza Hashemi, Shervin Shirmohammadi, Moncef Gabbouj
2026	J	`jnl`	MTS-CSNet: Multiscale Tensor Factorization for Deep Compressive Sensing on RGB Images. CoRR Mehmet Yamac, Lei Xu, Serkan Kiranyaz, Moncef Gabbouj
2026	J	`jnl`	Neural architecture search for generative adversarial networks with hybrid convolution. Neurocomputing Yu Xue, Yufeng Zou, Mohamed Wahib, Peng Chen, Moncef Gabbouj
2026	J	`jnl`	Optimizing Material Flow in Industrial Warehousing: A Human-Centric Industrial Metaverse. IEEE Access Anni Lignell, Fahad Sohrab, Moncef Gabbouj
2026	J	`jnl`	Optimizing the Output of Long Short-Term Memory Cell for High-Frequency Forecasting in Financial Markets. IEEE Trans. Neural Networks Learn. Syst. Adamantios Ntakaris, Moncef Gabbouj, Juho Kanniainen
2026	J	`jnl`	Sound-to-Vibration Transformation for Sensorless Motor Health Monitoring. IEEE Access Ozer Can Devecioglu, Serkan Kiranyaz, Amir Alhams, Sadok Sassi, Turker Ince, Onur Avci, Mohammad Hesam Soleimani-Babakamali, Ertugrul Taciroglu, Moncef Gabbouj
2025	J	`jnl`	A Survey on Securing Image-Centric Edge Intelligence. ACM Trans. Multim. Comput. Commun. Appl. Li Tang, Haibo Hu, Moncef Gabbouj, Qingqing Ye, Yang Xiang, Jin Li, Lang Li
2025	J	`jnl`	Anomaly Detection in Smart Power Grids with Graph-Regularized MS-SVDD: a Multimodal Subspace Learning Approach. CoRR Thomas Debelle, Fahad Sohrab, Pekka Abrahamsson, Moncef Gabbouj
2025	J	`jnl`	BRSR-OpGAN: Blind radar signal restoration using operational generative adversarial network. Neural Networks Muhammad Uzair Zahid, Serkan Kiranyaz, Alper Yildirim, Moncef Gabbouj
2025	J	`jnl`	Class-wise Generalization Error: an Information-Theoretic analysis. Trans. Mach. Learn. Res. Firas Laakom, Moncef Gabbouj, Jürgen Schmidhuber, Yuheng Bu
2025	J	`jnl`	CoRe-Net: Co-Operational Regressor Network with Progressive Transfer Learning for Blind Radar Signal Restoration. CoRR Muhammad Uzair Zahid, Serkan Kiranyaz, Alper Yildirim, Moncef Gabbouj
2025	J	`jnl`	Crucial-Diff: A Unified Diffusion Model for Crucial Image and Annotation Synthesis in Data-scarce Scenarios. CoRR Siyue Yao, Mingjie Sun, Eng Gee Lim, Ran Yi, Baojiang Zhong, Moncef Gabbouj
2025	J	`jnl`	DRACO: Data Replication and Collection Framework for Enhanced Data Availability and Robustness in IoT Networks. CoRR Waleed Bin Qaim, Öznur Özkasap, Rabia Qadar, Moncef Gabbouj
2025	J	`jnl`	DVLTA-VQA: Decoupled Vision-Language Modeling with Text-Guided Adaptation for Blind Video Quality Assessment. CoRR Li Yu, Situo Wang, Wei Zhou, Moncef Gabbouj
2025	J	`jnl`	Deep-BrownConrady: Prediction of Camera Calibration and Distortion Parameters Using Deep Learning and Synthetic Data. CoRR Faiz Muhammad Chaudhry, Jarno Ralli, Jérôme Leudet, Fahad Sohrab, Farhad Pakdaman, Pierre Corbani, Moncef Gabbouj
2025	J	`jnl`	Deep-BrownConrady: Prediction of Camera Calibration and Distortion Parameters Using Deep Learning and Synthetic Data. IEEE Trans Autom. Sci. Eng. Faiz Muhammad Chaudhry, Jarno Ralli, Jérôme Leudet, Fahad Sohrab, Farhad Pakdaman, Pierre Corbani, Moncef Gabbouj
2025	J	`jnl`	Degradation-Aware Hierarchical Termination for Blind Quality Enhancement of Compressed Video. CoRR Li Yu, Yingbo Zhao, Shiyu Wu, Siyue Yu, Moncef Gabbouj, Qingshan Liu
2025	J	`jnl`	Double Layer Robust 2DPCA: Joint Flexible Cut Norm and Adaptive Weighted Learning for Small Sample Size Image Recognition. IEEE Trans. Consumer Electron. Pengfei Bi, Mei Chen, Xue Du, Fahad Sohrab, Moncef Gabbouj
2025	J	`jnl`	Dropout Concrete Autoencoder for Band Selection on Hyperspectral Image Scenes. IEEE Geosci. Remote. Sens. Lett. Lei Xu, Mete Ahishali, Moncef Gabbouj
2025	C	`conf`	Evaluating the Emerging MPEG Video Coding for Machines in Semantic Segmentation. ISM Khoa Dang Pham, Farhad Pakdaman, Honglei Zhang, Hamed Rezazadegan Tavakoli, Nam Le, Jukka I. Ahonen, Moncef Gabbouj
2025	J	`jnl`	Expert Operational GANS: Towards Real-Color Underwater Image Restoration. CoRR Ozer Can Devecioglu, Serkan Kiranyaz, Mehmet Yamac, Moncef Gabbouj
2025	—	`conf`	Expert Operational Gans: Towards Real-Color Underwater Image Restoration. ICIPW Ozer Can Devecioglu, Serkan Kiranyaz, Mehmet Yamac, Moncef Gabbouj
2025	J	`jnl`	FANeRV: Frequency Separation and Augmentation based Neural Representation for Video. CoRR Li Yu, Zhihui Li, Jimin Xiao, Moncef Gabbouj
2025	—	`conf`	Hierarchical Transformer for Panoramic Image Inpainting with Comprehensive Attention Module. ICIG (2) Li Yu, Yanjun Gao, Yihang Yin, Farhad Pakdaman, Moncef Gabbouj
2025	J	`jnl`	High-Frequency Enhanced Hybrid Neural Representation for video compression. Expert Syst. Appl. Li Yu, Zhihui Li, Jimin Xiao, Moncef Gabbouj
2025	J	`jnl`	Integrating Recurrent-KAN With SAM Adapter for Blind Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. Yihao Fu, Tong Gao, Shenglin Peng, Jie Chen, Kai Yu, Jun Wang, Jinye Peng, Moncef Gabbouj
2025	J	`jnl`	Introduction to the Special Issue on AI Empowered Edge Computing for Multimedia Applications. ACM Trans. Multim. Comput. Commun. Appl. Moncef Gabbouj, Jin Li, Haibo Hu, Yang Xiang
2025	—	`conf`	Multi-Scale Tensorial Summation and Dimensional Reduction Guided Neural Network for Edge Detection. ICCVW Lei Xu, Mehmet Yamac, Mete Ahishali, Moncef Gabbouj
2025	J	`jnl`	Multi-Scale Tensorial Summation and Dimensional Reduction Guided Neural Network for Edge Detection. CoRR Lei Xu, Mehmet Yamac, Mete Ahishali, Moncef Gabbouj
2025	J	`jnl`	Multiscale Tensor Summation Factorization as a New Neural Network Layer (MTS Layer) for Multidimensional Data Processing. CoRR Mehmet Yamaç, Muhammad Numan Yousaf, Serkan Kiranyaz, Moncef Gabbouj
2025	J	`jnl`	Point cloud upsampling via implicit shape priors discovery and refinement. Displays Li Yu, JiaFu Zhang, Ke Chen, Moncef Gabbouj
2025	J	`jnl`	Progressive Transfer Learning for Multi-Pass Fundus Image Restoration. CoRR Uyen Phan, Ozer Can Devecioglu, Serkan Kiranyaz, Moncef Gabbouj
2025	J	`jnl`	Randomized PCA Forest for Outlier Detection. CoRR Muhammad Rajabinasab, Farhad Pakdaman, Moncef Gabbouj, Peter Schneider-Kamp, Arthur Zimek
2025	J	`jnl`	Randomized PCA forest for approximate k-nearest neighbor search. Expert Syst. Appl. Muhammad Rajabinasab, Farhad Pakdaman, Arthur Zimek, Moncef Gabbouj
2025	J	`jnl`	Recent Advances in Complexity Reduction Methods for VVC Inter Coding: A Review. IEEE Access Komeil ShahHosseini, Abbas Javadtalab, Mohammad Ghanbari, Ahmad Kalhor, Farhad Pakdaman, Moncef Gabbouj
2025	J	`jnl`	Semi-Supervised Co-Training of Time and Time-Frequency Models: Application to Bearing Fault Diagnosis. CoRR Tuomas Jalonen, Mohammad Al-Sa'd, Serkan Kiranyaz, Moncef Gabbouj
2025	J	`jnl`	Text-Audio-Visual-conditioned Diffusion Model for Video Saliency Prediction. CoRR Li Yu, Xuanzhe Sun, Wei Zhou, Moncef Gabbouj
2025	—	`conf`	To Vaccinate or Not to Vaccinate? Analyzing $\mathbb {X}$ Power over the Pandemic. AINA (7) Tanveer Khan, Fahad Sohrab, Antonis Michalas, Moncef Gabbouj
2025	J	`jnl`	To Vaccinate or not to Vaccinate? Analyzing 𝕏 Power over the Pandemic. CoRR Tanveer Khan, Fahad Sohrab, Antonis Michalas, Moncef Gabbouj
2025	J	`jnl`	UL-DD: A Multimodal Drowsiness Dataset Using Video, Biometric Signals, and Behavioral Data. CoRR Morteza Bodaghi, Majid Hosseini, Raju Gottumukkala, Ravi Teja Bhupatiraju, Iftikhar Ahmad, Moncef Gabbouj
2025	J	`jnl`	YOLO-DKR: Differentiable architecture search based on kernel reusing for object detection. Inf. Sci. Yu Xue, Chenhang Yao, Mohamed Wahib, Moncef Gabbouj
2024	J	`jnl`	A Pairwise Comparison Relation-assisted Multi-objective Evolutionary Neural Architecture Search Method with Multi-population Mechanism. CoRR Yu Xue, Chenchen Zhu, MengChu Zhou, Mohamed Wahib, Moncef Gabbouj
2024	—	`ed.`	Artificial Intelligence Security and Privacy - First International Conference on Artificial Intelligence Security and Privacy, AIS&P 2023, Guangzhou, China, December 3-5, 2023, Proceedings, Part I AIS&P (1) Jaideep Vaidya, Moncef Gabbouj, Jin Li
2024	—	`ed.`	Artificial Intelligence Security and Privacy - First International Conference on Artificial Intelligence Security and Privacy, AIS&P 2023, Guangzhou, China, December 3-5, 2023, Proceedings, Part II AIS&P (2) Jaideep Vaidya, Moncef Gabbouj, Jin Li
2024	J	`jnl`	Audio-based Anomaly Detection in Industrial Machines Using Deep One-Class Support Vector Data Description. CoRR Sertac Kilickaya, Mete Ahishali, Cansu Celebioglu, Fahad Sohrab, Levent Eren, Turker Ince, Murat Askar, Moncef Gabbouj
2024	J	`jnl`	BRSR-OpGAN: Blind Radar Signal Restoration using Operational Generative Adversarial Network. CoRR Muhammad Uzair Zahid, Serkan Kiranyaz, Alper Yildirim, Moncef Gabbouj
2024	J	`jnl`	Blind Underwater Image Restoration using Co-Operational Regressor Networks. CoRR Ozer Can Devecioglu, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj
2024	J	`jnl`	Channel-Wise Feature Decorrelation for Enhanced Learned Image Compression. IEEE Signal Process. Lett. Farhad Pakdaman, Moncef Gabbouj
2024	J	`jnl`	Channel-wise Feature Decorrelation for Enhanced Learned Image Compression. CoRR Farhad Pakdaman, Moncef Gabbouj
2024	J	`jnl`	Class-wise Generalization Error: an Information-Theoretic Analysis. CoRR Firas Laakom, Yuheng Bu, Moncef Gabbouj
2024	J	`jnl`	Conformal Prediction on Quantifying Uncertainty of Dynamic Systems. CoRR Aoming Liang, Qi Liu, Lei Xu, Fahad Sohrab, Weicheng Cui, Changhui Song, Moncef Gabbouj
2024	J	`jnl`	Dropout Concrete Autoencoder for Band Selection on HSI Scenes. CoRR Lei Xu, Mete Ahishali, Moncef Gabbouj
2024	J	`jnl`	Early myocardial infarction detection over multi-view echocardiography. Biomed. Signal Process. Control. Aysen Degerli, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj
2024	J	`jnl`	Echocardiography to Cardiac MRI View Transformation for Real-Time Blind Restoration. CoRR Ilke Adalioglu, Serkan Kiranyaz, Mete Ahishali, Aysen Degerli, Tahir Hamid, Rahmat Ghaffar, Ridha Hamila, Moncef Gabbouj
2024	J	`jnl`	Efficient Bitrate Ladder Construction using Transfer Learning and Spatio-Temporal Features. CoRR Ali Falahati, Mohammad Karim Safavi, Ardavan Elahi, Farhad Pakdaman, Moncef Gabbouj
2024	J	`jnl`	End-to-End Transformer for Compressed Video Quality Enhancement. IEEE Trans. Broadcast. Li Yu, Wenshuai Chang, Shiyu Wu, Moncef Gabbouj
2024	J	`jnl`	Enhancing Healthcare Systems With Deep Reinforcement Learning: Insights Into D2D Communications and Remote Monitoring. IEEE Open J. Commun. Soc. Zina Chkirbene, Ridha Hamila, Devrim Unal, Moncef Gabbouj, Mounir Hamdi
2024	J	`jnl`	High-Frequency Enhanced Hybrid Neural Representation for Video Compression. CoRR Li Yu, Zhihui Li, Jimin Xiao, Moncef Gabbouj
2024	J	`jnl`	High-Quality and Full Bandwidth Seismic Signal Synthesis using Operational GANs. CoRR Ozer Can Devecioglu, Serkan Kiranyaz, Zafer Yilmaz, Onur Avci, Moncef Gabbouj, Ertugrul Taciroglu
2024	B	`conf`	Intrinsic Image Decomposition Based on Quantized Prior Codebook. ICIP Fangzheng Yuan, Xiaoyue Jiang, Xiaoyi Feng, Moncef Gabbouj
2024	J	`jnl`	Joint End-to-End Image Compression and Denoising: Leveraging Contrastive Learning and Multi-Scale Self-ONNs. CoRR Yuxin Xie, Li Yu, Farhad Pakdaman, Moncef Gabbouj
2024	B	`conf`	Joint End-to-End Image Compression and Denoising: Leveraging Contrastive Learning and Multi-Scale Self-Onns. ICIP Yuxin Xie, Li Yu, Farhad Pakdaman, Moncef Gabbouj
2024	J	`jnl`	Lightweight Multitask Learning for Robust JND Prediction Using Latent Space and Reconstructed Frames. IEEE Trans. Circuits Syst. Video Technol. Sanaz Nami, Farhad Pakdaman, Mahmoud Reza Hashemi, Shervin Shirmohammadi, Moncef Gabbouj
2024	C	`conf`	MAESR360: Masked autoencoder-based 360-degree video streaming via multi-scale feature fusion. VCIP Li Yu, Zhiyu Pang, Moncef Gabbouj
2024	—	`conf`	MMA-DFER: MultiModal Adaptation of unimodal models for Dynamic Facial Expression Recognition in-the-wild. CVPR Workshops Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
2024	J	`jnl`	MMA-DFER: MultiModal Adaptation of unimodal models for Dynamic Facial Expression Recognition in-the-wild. CoRR Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
2024	J	`jnl`	Malware Detection With Subspace Learning-Based One-Class Classification. IEEE Access Hasan H. Al-Khshali, Muhammad Ilyas, Fahad Sohrab, Moncef Gabbouj
2024	J	`jnl`	Multi-Swin Transformer Based Spatio-Temporal Information Exploration for Compressed Video Quality Enhancement. IEEE Signal Process. Lett. Li Yu, Shiyu Wu, Moncef Gabbouj
2024	J	`jnl`	Multichannel Fault Diagnosis of Planetary Gearbox via Difference-Average Symbol Transition Entropy and Twin Support Higher-Order Tensor Machine. IEEE Trans. Instrum. Meas. Cheng Yang, Qingbo He, Zhinong Li, Minping Jia, Moncef Gabbouj, Zhike Peng
2024	J	`jnl`	On Automatic Person-in-Water Detection for Marine Search and Rescue Operations. IEEE Access Jussi Taipalmaa, Jenni Raitoharju, Jorge Peña Queralta, Tomi Westerlund, Moncef Gabbouj
2024	J	`jnl`	Operational Neural Networks for Parameter-Efficient Hyperspectral Single-Image Super-Resolution. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Alexander Ulrichsen, Paul Murray, Stephen Marshall, Moncef Gabbouj, Serkan Kiranyaz, Mehmet Yamaç, Nour Aburaed
2024	J	`jnl`	Operational Support Estimator Networks. IEEE Trans. Pattern Anal. Mach. Intell. Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Moncef Gabbouj
2024	J	`jnl`	Panoramic Image Inpainting With Gated Convolution And Contextual Reconstruction Loss. CoRR Li Yu, Yanjun Gao, Farhad Pakdaman, Moncef Gabbouj
2024	Misc	`conf`	Panoramic Image Inpainting with Gated Convolution and Contextual Reconstruction Loss. ICASSP Li Yu, Yanjun Gao, Farhad Pakdaman, Moncef Gabbouj
2024	B	`conf`	Perceptual Learned Image Compression via End-to-End JND-Based Optimization. ICIP Farhad Pakdaman, Sanaz Nami, Moncef Gabbouj
2024	J	`jnl`	Perceptual Learned Image Compression via End-to-End JND-Based Optimization. CoRR Farhad Pakdaman, Sanaz Nami, Moncef Gabbouj
2024	B	`conf`	Pixel-Wise Color Constancy Via Smoothness Techniques In Multi-Illuminant Scenes. ICIP Umut Cem Entok, Firas Laakom, Farhad Pakdaman, Moncef Gabbouj
2024	J	`jnl`	Pixel-Wise Color Constancy via Smoothness Techniques in Multi-Illuminant Scenes. CoRR Umut Cem Entok, Firas Laakom, Farhad Pakdaman, Moncef Gabbouj
2024	J	`jnl`	Quadratic Time-Frequency Analysis of Vibration Signals for Diagnosing Bearing Faults. CoRR Mohammad Al-Sa'd, Tuomas Jalonen, Serkan Kiranyaz, Moncef Gabbouj
2024	J	`jnl`	R2C-GAN: Restore-to-Classify Generative Adversarial Networks for blind X-ray restoration and COVID-19 classification. Pattern Recognit. Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj
2024	—	`conf`	Real-Time Vibration-Based Bearing Fault Diagnosis Under Time-Varying Speed Conditions. ICIT Tuomas Jalonen, Mohammad Al-Sa'd, Serkan Kiranyaz, Moncef Gabbouj
2024	J	`jnl`	Reducing redundancy in the bottleneck representation of autoencoders. Pattern Recognit. Lett. Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2024	B	`conf`	Refining Myocardial Infarction Detection: A Novel Multi-Modal Composite Kernel Strategy in One-Class Classification. ICIP Muhammad Uzair Zahid, Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj
2024	J	`jnl`	Refining Myocardial Infarction Detection: A Novel Multi-Modal Composite Kernel Strategy in One-Class Classification. CoRR Muhammad Uzair Zahid, Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Moncef Gabbouj
2024	J	`jnl`	Relevance-guided Audio Visual Fusion for Video Saliency Prediction. CoRR Li Yu, Xuanzhe Sun, Pan Gao, Moncef Gabbouj
2024	J	`jnl`	Revisiting Generative Adversarial Networks for Binary Semantic Segmentation on Imbalanced Datasets. CoRR Lei Xu, Moncef Gabbouj
2024	J	`jnl`	SaDENAS: A self-adaptive differential evolution algorithm for neural architecture search. Swarm Evol. Comput. Xiaolong Han, Yu Xue, Zehong Wang, Yong Zhang, Anton Muravev, Moncef Gabbouj
2024	J	`jnl`	Super Neurons. IEEE Trans. Emerg. Top. Comput. Intell. Serkan Kiranyaz, Junaid Malik, Mehmet Yamac, Mert Duman, Ilke Adalioglu, Esin Guldogan, Turker Ince, Moncef Gabbouj
2024	—	`conf`	Trustworthiness of $\mathbb {X}$ Users: A One-Class Classification Approach. AINA (2) Tanveer Khan, Fahad Sohrab, Antonis Michalas, Moncef Gabbouj
2024	J	`jnl`	Trustworthiness of X Users: A One-Class Classification Approach. CoRR Tanveer Khan, Fahad Sohrab, Antonis Michalas, Moncef Gabbouj
2024	B	`conf`	Uimt: A Framework for Improving Unimodal Inference via Multimodal Training. ICIP Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
2024	C	`conf`	Water Region Segmentation in SAR Images Based on Compact Operational Unets. IGARSS Turker Ince, Steven Beninati, Ozer Can Devecioglu, Stephen J. Frasier, Moncef Gabbouj
2023	J	`jnl`	An external attention-based feature ranker for large-scale feature selection. Knowl. Based Syst. Yu Xue, Chenyi Zhang, Ferrante Neri, Moncef Gabbouj, Yong Zhang
2023	Misc	`conf`	Comprehensive Complexity Assessment of Emerging Learned Image Compression on CPU and GPU. ICASSP Farhad Pakdaman, Moncef Gabbouj
2023	J	`jnl`	Convolutional Sparse Support Estimator Network (CSEN): From Energy-Efficient Support Estimation to Learning-Aided Compressive Sensing. IEEE Trans. Neural Networks Learn. Syst. Mehmet Yamaç, Mete Ahishali, Serkan Kiranyaz, Moncef Gabbouj
2023	J	`jnl`	Convolutional autoencoder-based multimodal one-class classification. CoRR Firas Laakom, Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2023	—	`conf`	Credit Card Fraud Detection with Subspace Learning-based One-Class Classification. SSCI Zaffar Zaffar, Fahad Sohrab, Juho Kanniainen, Moncef Gabbouj
2023	J	`jnl`	Credit Card Fraud Detection with Subspace Learning-based One-Class Classification. CoRR Zaffar Zaffar, Fahad Sohrab, Juho Kanniainen, Moncef Gabbouj
2023	—	`conf`	Cryptocurrency Portfolio Optimization by Neural Networks. SSCI Quoc Minh Nguyen, Dat Thanh Tran, Juho Kanniainen, Alexandros Iosifidis, Moncef Gabbouj
2023	J	`jnl`	Cryptocurrency Portfolio Optimization by Neural Networks. CoRR Quoc Minh Nguyen, Dat Thanh Tran, Juho Kanniainen, Alexandros Iosifidis, Moncef Gabbouj
2023	J	`jnl`	Deep Learning for Camera Calibration and Beyond: A Survey. CoRR Kang Liao, Lang Nie, Shujuan Huang, Chunyu Lin, Jing Zhang, Yao Zhao, Moncef Gabbouj, Dacheng Tao
2023	J	`jnl`	Distributed Inference in Resource-Constrained IoT for Real-Time Video Surveillance. IEEE Syst. J. Muhammad Asif Khan, Ridha Hamila, Aiman Erbad, Moncef Gabbouj
2023	J	`jnl`	Exploring Sound vs Vibration for Robust Fault Detection on Rotating Machinery. CoRR Serkan Kiranyaz, Ozer Can Devecioglu, Amir Alhams, Sadok Sassi, Turker Ince, Onur Avci, Moncef Gabbouj
2023	J	`jnl`	Generalized Tensor Summation Compressive Sensing Network (GTSNET): An Easy to Learn Compressive Sensing Operation. IEEE Trans. Image Process. Mehmet Yamaç, Ugur Akpinar, Erdem Sahin, Serkan Kiranyaz, Moncef Gabbouj
2023	J	`jnl`	Global ECG Classification by Self-Operational Neural Networks With Feature Injection. IEEE Trans. Biomed. Eng. Muhammad Uzair Zahid, Serkan Kiranyaz, Moncef Gabbouj
2023	J	`jnl`	Graph-embedded subspace support vector data description. Pattern Recognit. Fahad Sohrab, Alexandros Iosifidis, Moncef Gabbouj, Jenni Raitoharju
2023	J	`jnl`	Hyperspectral Image Analysis with Subspace Learning-based One-Class Classification. CoRR Sertac Kilickaya, Mete Ahishali, Fahad Sohrab, Turker Ince, Moncef Gabbouj
2023	J	`jnl`	Improved Active Fire Detection using Operational U-Nets. CoRR Ozer Can Devecioglu, Mete Ahishali, Fahad Sohrab, Turker Ince, Moncef Gabbouj
2023	J	`jnl`	Improving Unimodal Inference with Multimodal Transformers. CoRR Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
2023	J	`jnl`	Joint learning and optimization for Federated Learning in NOMA-based networks. Pervasive Mob. Comput. Ilyes Mrad, Ridha Hamila, Aiman Erbad, Moncef Gabbouj
2023	—	`conf`	Learning Distinct Features Helps, Provably. ECML/PKDD (2) Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2023	J	`jnl`	MAMIQA: No-Reference Image Quality Assessment Based on Multiscale Attention Mechanism With Natural Scene Statistics. IEEE Signal Process. Lett. Li Yu, Junyang Li, Farhad Pakdaman, Miaogen Ling, Moncef Gabbouj
2023	B	`conf`	MTJND: Multi-Task Deep Learning Framework for Improved JND Prediction. ICIP Sanaz Nami, Farhad Pakdaman, Mahmoud Reza Hashemi, Shervin Shirmohammadi, Moncef Gabbouj
2023	C	`conf`	NCOD: Near-Optimum Video Compression for Object Detection. ISCAS Ardavan Elahi, Ali Falahati, Farhad Pakdaman, Mehdi Modarressi, Moncef Gabbouj
2023	—	`conf`	Newton Method-Based Subspace Support Vector Data Description. SSCI Fahad Sohrab, Firas Laakom, Moncef Gabbouj
2023	J	`jnl`	Newton Method-based Subspace Support Vector Data Description. CoRR Fahad Sohrab, Firas Laakom, Moncef Gabbouj
2023	J	`jnl`	Non-Local Color Compensation Network for Intrinsic Image Decomposition. IEEE Trans. Circuits Syst. Video Technol. Feng Zhang, Xiaoyue Jiang, Zhaoqiang Xia, Moncef Gabbouj, Jinye Peng, Xiaoyi Feng
2023	J	`jnl`	On Feature Diversity in Energy-based Models. CoRR Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2023	—	`conf`	One-Class Classification for Intrusion Detection on Vehicular Networks. SSCI Jake Guidry, Fahad Sohrab, Raju Gottumukkala, Satya Katragadda, Moncef Gabbouj
2023	J	`jnl`	One-Class Classification for Intrusion Detection on Vehicular Networks. CoRR Jake Guidry, Fahad Sohrab, Raju Gottumukkala, Satya Katragadda, Moncef Gabbouj
2023	J	`jnl`	Operational Support Estimator Networks. CoRR Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Moncef Gabbouj
2023	C	`conf`	Optimal Tile Size and Streaming Field of View for VR Streaming. MMSP Alireza Zare, Alireza Aminlou, Miska M. Hannuksela, Moncef Gabbouj
2023	J	`jnl`	Optimum Output Long Short-Term Memory Cell for High-Frequency Trading Forecasting. CoRR Adamantios Ntakaris, Moncef Gabbouj, Juho Kanniainen
2023	J	`jnl`	Real-Time Damage Detection in Fiber Lifting Ropes Using Convolutional Neural Networks. CoRR Tuomas Jalonen, Mohammad Al-Sa'd, Roope Mellanen, Serkan Kiranyaz, Moncef Gabbouj
2023	J	`jnl`	Real-Time Vibration-Based Bearing Fault Diagnosis Under Time-Varying Speed Conditions. CoRR Tuomas Jalonen, Mohammad Al-Sa'd, Serkan Kiranyaz, Moncef Gabbouj
2023	J	`jnl`	Representation based regression for object distance estimation. Neural Networks Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Moncef Gabbouj
2023	J	`jnl`	Robust Peak Detection for Holter ECGs by Self-Organized Operational Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Moncef Gabbouj, Serkan Kiranyaz, Junaid Malik, Muhammad Uzair Zahid, Turker Ince, Muhammad E. H. Chowdhury, Amith Khandakar, Anas Tahir
2023	—	`conf`	SAF-Net: Self-Attention Fusion Network for Myocardial Infarction Detection Using Multi-View Echocardiography. CinC Ilke Adalioglu, Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Moncef Gabbouj
2023	J	`jnl`	SAF-Net: Self-Attention Fusion Network for Myocardial Infarction Detection using Multi-View Echocardiography. CoRR Ilke Adalioglu, Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Moncef Gabbouj
2023	J	`jnl`	Sound-to-Vibration Transformation for Sensorless Motor Health Monitoring. CoRR Ozer Can Devecioglu, Serkan Kiranyaz, Amer Elhmes, Sadok Sassi, Turker Ince, Onur Avci, Mohammad Hesam Soleimani-Babakamali, Ertugrul Taciroglu, Moncef Gabbouj
2023	A*	`conf`	WLD-Reg: A Data-Dependent Within-Layer Diversity Regularizer. AAAI Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2023	J	`jnl`	WLD-Reg: A Data-dependent Within-layer Diversity Regularizer. CoRR Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2022	J	`jnl`	3D Quantum Cuts for automatic segmentation of porous media in tomography images. Comput. Geosci. Junaid Malik, Serkan Kiranyaz, Riyadh Al-Raoush, Olivier Monga, Patricia Garnier, Sebti Foufou, Abdelaziz Bouras, Alexandros Iosifidis, Moncef Gabbouj, Philippe C. Baveye
2022	J	`jnl`	A Personalized Zero-Shot ECG Arrhythmia Monitoring System: From Sparse Representation Based Domain Adaption to Energy Efficient Abnormal Beat Detection for Practical ECG Surveillance. CoRR Mehmet Yamaç, Mert Duman, Ilke Adalioglu, Serkan Kiranyaz, Moncef Gabbouj
2022	J	`jnl`	A Social Distance Estimation and Crowd Monitoring System for Surveillance Cameras. Sensors Mohammad Al-Sa'd, Serkan Kiranyaz, Iftikhar Ahmad, Christian Sundell, Matti Vakkuri, Moncef Gabbouj
2022	J	`jnl`	A Survey on Mobile Edge Computing for Video Streaming: Opportunities and Challenges. IEEE Access Muhammad Asif Khan, Emna Baccour, Zina Chkirbene, Aiman Erbad, Ridha Hamila, Mounir Hamdi, Moncef Gabbouj
2022	J	`jnl`	A Survey on Mobile Edge Computing for Video Streaming: Opportunities and Challenges. CoRR Muhammad Asif Khan, Emna Baccour, Zina Chkirbene, Aiman Erbad, Ridha Hamila, Mounir Hamdi, Moncef Gabbouj
2022	J	`jnl`	Attention-Based Neural Bag-of-Features Learning for Sequence Data. IEEE Access Dat Thanh Tran, Nikolaos Passalis, Anastasios Tefas, Moncef Gabbouj, Alexandros Iosifidis
2022	J	`jnl`	Blind ECG Restoration by Operational Cycle-GANs. CoRR Serkan Kiranyaz, Ozer Can Devecioglu, Turker Ince, Junaid Malik, Muhammad Enamul Hoque Chowdhury, Tahir Hamid, Rashid Mazhar, Amith Khandakar, Anas Tahir, Tawsifur Rahman, Moncef Gabbouj
2022	J	`jnl`	Blind ECG Restoration by Operational Cycle-GANs. IEEE Trans. Biomed. Eng. Serkan Kiranyaz, Ozer Can Devecioglu, Turker Ince, Junaid Malik, Muhammad Enamul Hoque Chowdhury, Tahir Hamid, Rashid Mazhar, Amith Khandakar, Anas Tahir, Tawsifur Rahman, Moncef Gabbouj
2022	J	`jnl`	Blind Restoration of Real-World Audio by 1D Operational GANs. CoRR Turker Ince, Serkan Kiranyaz, Ozer Can Devecioglu, Muhammad Salman Khan, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj
2022	J	`jnl`	Comprehensive Complexity Assessment of Emerging Learned Image Compression on CPU and GPU. CoRR Farhad Pakdaman, Moncef Gabbouj
2022	—	`conf`	Early Myocardial Infarction Detection with One-Class Classification over Multi-view Echocardiography. CinC Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Moncef Gabbouj
2022	J	`jnl`	Early Myocardial Infarction Detection with One-Class Classification over Multi-view Echocardiography. CoRR Aysen Degerli, Fahad Sohrab, Serkan Kiranyaz, Moncef Gabbouj
2022	—	`conf`	Efficient CNN with uncorrelated Bag of Features pooling. SSCI Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2022	J	`jnl`	Efficient CNN with uncorrelated Bag of Features pooling. CoRR Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2022	J	`jnl`	EmpathicSchool: A multimodal dataset for real-time facial expressions and physiological data analysis under different stress conditions. CoRR Majid Hosseini, Fahad Sohrab, Raju Gottumukkala, Ravi Teja Bhupatiraju, Satya Katragadda, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2022	J	`jnl`	End-to-end Transformer for Compressed Video Quality Enhancement. CoRR Li Yu, Wenshuai Chang, Shiyu Wu, Moncef Gabbouj
2022	J	`jnl`	Feedforward neural networks initialization based on discriminant learning. Neural Networks Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
2022	J	`jnl`	Global ECG Classification by Self-Operational Neural Networks with Feature Injection. CoRR Muhammad Uzair Zahid, Serkan Kiranyaz, Moncef Gabbouj
2022	J	`jnl`	Graph Embedding With Data Uncertainty. IEEE Access Firas Laakom, Jenni Raitoharju, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj
2022	J	`jnl`	Hierarchical Symbol Transition Entropy: A Novel Feature Extractor for Machinery Health Monitoring. IEEE Trans. Ind. Informatics Cheng Yang, Moncef Gabbouj, Minping Jia, Zhinong Li
2022	C	`conf`	High-frequency guided CNN for video compression artifacts reduction. VCIP Li Yu, Wenshuai Chang, Qingshan Liu, Moncef Gabbouj
2022	C	`conf`	Improved Domain Adaptation Approach for Bearing Fault Diagnosis. IECON Turker Ince, Sertac Kilickaya, Levent Eren, Ozer Can Devecioglu, Serkan Kiranyaz, Moncef Gabbouj
2022	J	`jnl`	Neural texture transfer assisted video coding with adaptive up-sampling. Signal Process. Image Commun. Li Yu, Wenshuai Chang, Weize Quan, Jimin Xiao, Dong-Ming Yan, Moncef Gabbouj
2022	J	`jnl`	Non-Linear Spectral Dimensionality Reduction Under Uncertainty. CoRR Firas Laakom, Jenni Raitoharju, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj
2022	J	`jnl`	OSegNet: Operational Segmentation Network for COVID-19 Detection using Chest X-ray Images. CoRR Aysen Degerli, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj
2022	A	`conf`	OpenDR: An Open Toolkit for Enabling High Performance, Low Footprint Deep Learning for Robotics. IROS Nikolaos Passalis, S. Pedrazzi, Robert Babuska, Wolfram Burgard, D. Dias, F. Ferro, Moncef Gabbouj, Ole Green, Alexandros Iosifidis, Erdal Kayacan, Jens Kober, O. Michel, Nikos Nikolaidis, Paraskevi Nousi, Roel Pieters, Maria Tzelepi, Abhinav Valada, Anastasios Tefas
2022	J	`jnl`	OpenDR: An Open Toolkit for Enabling High Performance, Low Footprint Deep Learning for Robotics. CoRR Nikolaos Passalis, S. Pedrazzi, Robert Babuska, Wolfram Burgard, D. Dias, F. Ferro, Moncef Gabbouj, Ole Green, Alexandros Iosifidis, Erdal Kayacan, Jens Kober, O. Michel, Nikolaos Nikolaidis, Paraskevi Nousi, Roel Pieters, Maria Tzelepi, Abhinav Valada, Anastasios Tefas
2022	B	`conf`	Osegnet: Operational Segmentation Network for Covid-19 Detection Using Chest X-Ray Images. ICIP Aysen Degerli, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj
2022	J	`jnl`	R2C-GAN: Restore-to-Classify GANs for Blind X-Ray Restoration and COVID-19 Classification. CoRR Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj
2022	J	`jnl`	Real-Time Patient-Specific ECG Classification by 1D Self-Operational Neural Networks. IEEE Trans. Biomed. Eng. Junaid Malik, Ozer Can Devecioglu, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj
2022	J	`jnl`	Reducing Redundancy in the Bottleneck Representation of the Autoencoders. CoRR Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2022	B	`conf`	Region-Of-Interest Coding Schemes For Http Adaptive Streaming With VVC. ICIP Robert Skupin, Yago Sanchez, Cornelius Hellge, Thomas Schierl, Moncef Gabbouj
2022	J	`jnl`	Remote Multilinear Compressive Learning With Adaptive Compression. IEEE Internet Things J. Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis
2022	J	`jnl`	Robust R-Peak Detection in Low-Quality Holter ECGs Using 1D Convolutional Neural Network. IEEE Trans. Biomed. Eng. Muhammad Uzair Zahid, Serkan Kiranyaz, Turker Ince, Ozer Can Devecioglu, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Anas M. Tahir, Moncef Gabbouj
2022	B	`conf`	SRL-SOA: Self-Representation Learning with Sparse 1D-Operational Autoencoder for Hyperspectral Image Band Selection. ICIP Mete Ahishali, Serkan Kiranyaz, Iftikhar Ahmad, Moncef Gabbouj
2022	J	`jnl`	SRL-SOA: Self-Representation Learning with Sparse 1D-Operational Autoencoder for Hyperspectral Image Band Selection. CoRR Mete Ahishali, Serkan Kiranyaz, Iftikhar Ahmad, Moncef Gabbouj
2022	J	`jnl`	Saliency-Based Multilabel Linear Discriminant Analysis. IEEE Trans. Cybern. Lei Xu, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2022	—	`conf`	Self-Attention Neural Bag-of-Features. MLSP Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
2022	J	`jnl`	Self-Attention Neural Bag-of-Features. CoRR Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
2022	B	`conf`	Self-attention fusion for audiovisual emotion recognition with incomplete data. ICPR Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
2022	J	`jnl`	Self-attention fusion for audiovisual emotion recognition with incomplete data. CoRR Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
2022	—	`conf`	Weighted Edit Distance for Country Code Recognition in License Plates. EUSIPCO Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
2022	J	`jnl`	Zero-Shot Motor Health Monitoring by Blind Domain Transition. CoRR Serkan Kiranyaz, Ozer Can Devecioglu, Amir Alhams, Sadok Sassi, Turker Ince, Osama Abdeljaber, Onur Avci, Moncef Gabbouj
2021	J	`jnl`	Advance Warning Methodologies for COVID-19 Using Chest X-Ray Images. IEEE Access Mete Ahishali, Aysen Degerli, Mehmet Yamac, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Khalid Hameed, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj
2021	C	`conf`	AnomalyHop: An SSL-based Image Anomaly Localization Method. VCIP Kaitai Zhang, Bin Wang, Wei Wang, Fahad Sohrab, Moncef Gabbouj, C.-C. Jay Kuo
2021	J	`jnl`	AnomalyHop: An SSL-based Image Anomaly Localization Method. CoRR Kaitai Zhang, Bin Wang, Wei Wang, Fahad Sohrab, Moncef Gabbouj, C.-C. Jay Kuo
2021	J	`jnl`	BM3D vs 2-Layer ONN. CoRR Junaid Malik, Serkan Kiranyaz, Mehmet Yamac, Moncef Gabbouj
2021	J	`jnl`	Bilinear Input Normalization for Neural Networks in Financial Forecasting. CoRR Dat Thanh Tran, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis
2021	B	`conf`	Bm3d Vs 2-Layer Onn. ICIP Junaid Malik, Serkan Kiranyaz, Mehmet Yamac, Moncef Gabbouj
2021	J	`jnl`	COVID-19 infection map generation and detection from chest X-ray images. Health Inf. Sci. Syst. Aysen Degerli, Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Khalid Hameed, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj
2021	J	`jnl`	CasQNet: Intrinsic Image Decomposition Based on Cascaded Quotient Network. IEEE Trans. Circuits Syst. Video Technol. Yupeng Ma, Xiaoyue Jiang, Zhaoqiang Xia, Moncef Gabbouj, Xiaoyi Feng
2021	—	`conf`	Color Constancy Model Optimization with Small Dataset via Pruning of CNN Filters. EUVIP Sahar Husseini, Pouria Babahajiani, Moncef Gabbouj
2021	C	`conf`	Content-adaptive convolutional neural network post-processing filter. ISM María Santamaría, Yat-Hong Lam, Francesco Cricri, Jani Lainema, Ramin Ghaznavi Youvalari, Honglei Zhang, Miska M. Hannuksela, Esa Rahtu, Moncef Gabbouj
2021	J	`jnl`	Convolutional Sparse Support Estimator-Based COVID-19 Recognition From X-Ray Images. IEEE Trans. Neural Networks Learn. Syst. Mehmet Yamaç, Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj
2021	J	`jnl`	Convolutional versus Self-Organized Operational Neural Networks for Real-World Blind Image Denoising. CoRR Junaid Malik, Serkan Kiranyaz, Mehmet Yamac, Esin Guldogan, Moncef Gabbouj
2021	J	`jnl`	Deep Multi-View Learning to Rank. IEEE Trans. Knowl. Data Eng. Guanqun Cao, Alexandros Iosifidis, Moncef Gabbouj, Vijay Raghavan, Raju Gottumukkala
2021	J	`jnl`	Design of an Optimal Piece-Wise Spline Wigner-Ville Distribution for TFD Performance Evaluation and Comparison. IEEE Trans. Signal Process. Mohammad Al-Sa'd, Boualem Boashash, Moncef Gabbouj
2021	J	`jnl`	Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks. IEEE Access Turker Ince, Junaid Malik, Ozer Can Devecioglu, Serkan Kiranyaz, Onur Avci, Levent Eren, Moncef Gabbouj
2021	J	`jnl`	Early Bearing Fault Diagnosis of Rotating Machinery by 1D Self-Organized Operational Neural Networks. CoRR Turker Ince, Junaid Malik, Ozer Can Devecioglu, Serkan Kiranyaz, Onur Avci, Levent Eren, Moncef Gabbouj
2021	J	`jnl`	Early Detection of Myocardial Infarction in Low-Quality Echocardiography. IEEE Access Aysen Degerli, Morteza Zabihi, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Ridha Hamila, Moncef Gabbouj
2021	J	`jnl`	Early Myocardial Infarction Detection over Multi-view Echocardiography. CoRR Aysen Degerli, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj
2021	Misc	`conf`	Ensembling Object Detectors for Image and Video Data Analysis. ICASSP Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2021	J	`jnl`	Ensembling object detectors for image and video data analysis. CoRR Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2021	J	`jnl`	Exploiting heterogeneity in operational neural networks by synaptic plasticity. Neural Comput. Appl. Serkan Kiranyaz, Junaid Malik, Habib Ben Abdallah, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj
2021	J	`jnl`	Forecasting Financial Time Series Using Robust Deep Adaptive Input Normalization. J. Signal Process. Syst. Nikolaos Passalis, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis, Anastasios Tefas
2021	J	`jnl`	Generalized Tensor Summation Compressive Sensing Network (GTSNET): An Easy to Learn Compressive Sensing Operation. CoRR Mehmet Yamac, Ugur Akpinar, Erdem Sahin, Serkan Kiranyaz, Moncef Gabbouj
2021	J	`jnl`	Graph-Embedded Subspace Support Vector Data Description. CoRR Fahad Sohrab, Alexandros Iosifidis, Moncef Gabbouj, Jenni Raitoharju
2021	J	`jnl`	Hypersphere-Based Weight Imprinting for Few-Shot Learning on Embedded Devices. IEEE Trans. Neural Networks Learn. Syst. Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj, Anastasios Tefas
2021	J	`jnl`	INTEL-TAU: A Color Constancy Dataset. IEEE Access Firas Laakom, Jenni Raitoharju, Jarno Nikkanen, Alexandros Iosifidis, Moncef Gabbouj
2021	—	`ed.`	Image and Graphics - 11th International Conference, ICIG 2021, Haikou, China, August 6-8, 2021, Proceedings, Part I ICIG (1) Yuxin Peng, Shi-Min Hu, Moncef Gabbouj, Kun Zhou, Michael Elad, Kun Xu
2021	—	`ed.`	Image and Graphics - 11th International Conference, ICIG 2021, Haikou, China, August 6-8, 2021, Proceedings, Part II ICIG (2) Yuxin Peng, Shi-Min Hu, Moncef Gabbouj, Kun Zhou, Michael Elad, Kun Xu
2021	—	`ed.`	Image and Graphics - 11th International Conference, ICIG 2021, Haikou, China, August 6-8, 2021, Proceedings, Part III ICIG (3) Yuxin Peng, Shi-Min Hu, Moncef Gabbouj, Kun Zhou, Michael Elad, Kun Xu
2021	J	`jnl`	Image denoising by Super Neurons: Why go deep? CoRR Junaid Malik, Serkan Kiranyaz, Moncef Gabbouj
2021	J	`jnl`	Knowledge Distillation By Sparse Representation Matching. CoRR Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis
2021	A	`conf`	Learning to ignore: rethinking attention in CNNs. BMVC Firas Laakom, Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2021	J	`jnl`	Learning to ignore: rethinking attention in CNNs. CoRR Firas Laakom, Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2021	B	`conf`	Mind The Structure: Adopting Structural Information For Deep Neural Network Compression. ICIP Homayun Afrabandpey, Anton Muravev, Hamed R. Tavakoli, Honglei Zhang, Francesco Cricri, Moncef Gabbouj, Emre Aksu
2021	B	`conf`	Monte Carlo Dropout Ensembles for Robust Illumination Estimation. IJCNN Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, Moncef Gabbouj
2021	J	`jnl`	Multi-Level Reversible Data Anonymization via Compressive Sensing and Data Hiding. IEEE Trans. Inf. Forensics Secur. Mehmet Yamaç, Mete Ahishali, Nikolaos Passalis, Jenni Raitoharju, Bülent Sankur, Moncef Gabbouj
2021	J	`jnl`	Multilinear Compressive Learning. IEEE Trans. Neural Networks Learn. Syst. Dat Thanh Tran, Mehmet Yamaç, Aysen Degerli, Moncef Gabbouj, Alexandros Iosifidis
2021	J	`jnl`	Multimodal subspace support vector data description. Pattern Recognit. Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2021	J	`jnl`	Neural Architecture Search by Estimation of Network Structure Distributions. IEEE Access Anton Muravev, Jenni Raitoharju, Moncef Gabbouj
2021	J	`jnl`	Real-Time Glaucoma Detection From Digital Fundus Images Using Self-ONNs. IEEE Access Ozer Can Devecioglu, Junaid Malik, Turker Ince, Serkan Kiranyaz, Eray Atalay, Moncef Gabbouj
2021	J	`jnl`	Real-Time Glaucoma Detection from Digital Fundus Images using Self-ONNs. CoRR Ozer Can Devecioglu, Junaid Malik, Turker Ince, Serkan Kiranyaz, Eray Atalay, Moncef Gabbouj
2021	J	`jnl`	Real-Time Patient-Specific ECG Classification by 1D Self-Operational Neural Networks. CoRR Junaid Malik, Ozer Can Devecioglu, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj
2021	J	`jnl`	Reliable COVID-19 Detection Using Chest X-ray Images. CoRR Aysen Degerli, Mete Ahishali, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj
2021	B	`conf`	Reliable Covid-19 Detection using Chest X-Ray Images. ICIP Aysen Degerli, Mete Ahishali, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj
2021	J	`jnl`	Remote Multilinear Compressive Learning with Adaptive Compression. CoRR Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis
2021	J	`jnl`	Representation Based Regression for Object Distance Estimation. CoRR Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Moncef Gabbouj
2021	J	`jnl`	Robust Peak Detection for Holter ECGs by Self-Organized Operational Neural Networks. CoRR Serkan Kiranyaz, Junaid Malik, Muhammad Uzair Zahid, Turker Ince, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Anas M. Tahir, Moncef Gabbouj
2021	J	`jnl`	Robust R-Peak Detection in Low-Quality Holter ECGs using 1D Convolutional Neural Network. CoRR Muhammad Uzair Zahid, Serkan Kiranyaz, Turker Ince, Ozer Can Devecioglu, Muhammad Enamul Hoque Chowdhury, Amith Khandakar, Anas M. Tahir, Moncef Gabbouj
2021	A	`conf`	Robust channel-wise illumination estimation. BMVC Firas Laakom, Jenni Raitoharju, Jarno Nikkanen, Alexandros Iosifidis, Moncef Gabbouj
2021	J	`jnl`	SVM based approach for complexity control of HEVC intra coding. Signal Process. Image Commun. Farhad Pakdaman, Li Yu, Mahmoud Reza Hashemi, Mohammad Ghanbari, Moncef Gabbouj
2021	J	`jnl`	Self-organized Operational Neural Networks with Generative Neurons. Neural Networks Serkan Kiranyaz, Junaid Malik, Habib Ben Abdallah, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj
2021	J	`jnl`	Self-organized operational neural networks for severe image restoration problems. Neural Networks Junaid Malik, Serkan Kiranyaz, Moncef Gabbouj
2021	B	`conf`	Speech Command Recognition in Computationally Constrained Environments with a Quadratic Self-Organized Operational Layer. IJCNN Mohammad Soltanian, Junaid Malik, Jenni Raitoharju, Alexandros Iosifidis, Serkan Kiranyaz, Moncef Gabbouj
2021	J	`jnl`	Speed-up and multi-view extensions to subclass discriminant analysis. Pattern Recognit. Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2021	J	`jnl`	Super Neurons. CoRR Serkan Kiranyaz, Junaid Malik, Mehmet Yamac, Esin Guldogan, Türker Ince, Moncef Gabbouj
2021	J	`jnl`	Visual Product Tracking System Using Siamese Neural Networks. IEEE Access Tuomas Jalonen, Firas Laakom, Moncef Gabbouj, Tuomas Puoskari
2021	J	`jnl`	Within-layer Diversity Reduces Generalization Gap. CoRR Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2020	J	`jnl`	A Comparative Study on Early Detection of COVID-19 from Chest X-Ray Images. CoRR Mete Ahishali, Aysen Degerli, Mehmet Yamac, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Khalid Hameed, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj
2020	J	`jnl`	A Review of Vibration-Based Damage Detection in Civil Structures: From Traditional Methods to Machine Learning and Deep Learning Applications. CoRR Onur Avci, Osama Abdeljaber, Serkan Kiranyaz, Mohammed Hussein, Moncef Gabbouj, Daniel J. Inman
2020	Misc	`conf`	Adaptive Normalization for Forecasting Limit Order Book Data Using Convolutional Neural Networks. ICASSP Nikolaos Passalis, Anastasios Tefas, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis
2020	J	`jnl`	Attention-based Neural Bag-of-Features Learning for Sequence Data. CoRR Dat Thanh Tran, Nikolaos Passalis, Anastasios Tefas, Moncef Gabbouj, Alexandros Iosifidis
2020	J	`jnl`	Automatic image-based identification and biomass estimation of invertebrates. CoRR Johanna Ärje, Claus Melvad, Mads Rosenhøj Jeppesen, Sigurd Agerskov Madsen, Jenni Raitoharju, Maria Strandgård Rasmussen, Alexandros Iosifidis, Ville Tirronen, Kristian Meissner, Moncef Gabbouj, Toke Thomas Høye
2020	J	`jnl`	Bag of Color Features for Color Constancy. IEEE Trans. Image Process. Firas Laakom, Nikolaos Passalis, Jenni Raitoharju, Jarno Nikkanen, Anastasios Tefas, Alexandros Iosifidis, Moncef Gabbouj
2020	J	`jnl`	COVID-19 Infection Map Generation and Detection from Chest X-Ray Images. CoRR Aysen Degerli, Mete Ahishali, Mehmet Yamac, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Khalid Hameed, Tahir Hamid, Rashid Mazhar, Moncef Gabbouj
2020	J	`jnl`	Classification of Polarimetric SAR Images Using Compact Convolutional Neural Networks. CoRR Mete Ahishali, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj
2020	J	`jnl`	Collaborative Multi-Robot Search and Rescue: Planning, Coordination, Perception, and Active Vision. IEEE Access Jorge Peña Queralta, Jussi Taipalmaa, Bilge Can Pullinen, Victor Kathan Sarker, Tuan Nguyen Gia, Hannu Tenhunen, Moncef Gabbouj, Jenni Raitoharju, Tomi Westerlund
2020	J	`jnl`	Collaborative Multi-Robot Systems for Search and Rescue: Coordination and Perception. CoRR Jorge Peña Queralta, Jussi Taipalmaa, Bilge Can Pullinen, Victor Kathan Sarker, Tuan Nguyen Gia, Hannu Tenhunen, Moncef Gabbouj, Jenni Raitoharju, Tomi Westerlund
2020	—	`conf`	Comparison of HEVC-based OMAF-compliant 6K effective packings for viewport-dependent 360-degree video streaming. PV@MMSys Maryam Homayouni, Alireza Zare, Alireza Aminlou, Miska M. Hannuksela, Moncef Gabbouj
2020	B	`conf`	Complexity Analysis Of Next-Generation VVC Encoding And Decoding. ICIP Farhad Pakdaman, Mohammad Ali Adelimanesh, Moncef Gabbouj, Mahmoud Reza Hashemi
2020	J	`jnl`	Complexity Analysis Of Next-Generation VVC Encoding and Decoding. CoRR Farhad Pakdaman, Mohammad Ali Adelimanesh, Moncef Gabbouj, Mahmoud Reza Hashemi
2020	J	`jnl`	Convolutional Sparse Support Estimator Based Covid-19 Recognition from X-ray Images. CoRR Mehmet Yamac, Mete Ahishali, Aysen Degerli, Serkan Kiranyaz, Muhammad Enamul Hoque Chowdhury, Moncef Gabbouj
2020	J	`jnl`	Convolutional Sparse Support Estimator Network (CSEN) From energy efficient support estimation to learning-aided Compressive Sensing. CoRR Mehmet Yamac, Mete Ahishali, Serkan Kiranyaz, Moncef Gabbouj
2020	J	`jnl`	DR-GAN: Automatic Radial Distortion Rectification Using Conditional GAN in Real-Time. IEEE Trans. Circuits Syst. Video Technol. Kang Liao, Chunyu Lin, Yao Zhao, Moncef Gabbouj
2020	B	`conf`	Data Normalization for Bilinear Structures in High-Frequency Financial Time-series. ICPR Dat Thanh Tran, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis
2020	J	`jnl`	Data Normalization for Bilinear Structures in High-Frequency Financial Time-series. CoRR Dat Thanh Tran, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis
2020	J	`jnl`	Deep Adaptive Input Normalization for Time Series Forecasting. IEEE Trans. Neural Networks Learn. Syst. Nikolaos Passalis, Anastasios Tefas, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis
2020	J	`jnl`	Distortion Rectification From Static to Dynamic: A Distortion Sequence Construction Perspective. IEEE Trans. Circuits Syst. Video Technol. Kang Liao, Chunyu Lin, Yao Zhao, Moncef Gabbouj
2020	J	`jnl`	Early Detection of Myocardial Infarction in Low-Quality Echocardiography. CoRR Aysen Degerli, Morteza Zabihi, Serkan Kiranyaz, Tahir Hamid, Rashid Mazhar, Ridha Hamila, Moncef Gabbouj
2020	C	`conf`	Efficient Adaptive Inference Leveraging Bag-of-Features-based Early Exits. MMSP Nikolaos Passalis, Jenni Raitoharju, Moncef Gabbouj, Anastasios Tefas
2020	J	`jnl`	Efficient adaptive inference for deep convolutional neural networks using hierarchical early exits. Pattern Recognit. Nikolaos Passalis, Jenni Raitoharju, Anastasios Tefas, Moncef Gabbouj
2020	J	`jnl`	Ellipsoidal Subspace Support Vector Data Description. IEEE Access Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2020	J	`jnl`	Ellipsoidal Subspace Support Vector Data Description. CoRR Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2020	J	`jnl`	Exploiting Heterogeneity in Operational Neural Networks by Synaptic Plasticity. CoRR Serkan Kiranyaz, Junaid Malik, Habib Ben Abdallah, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj
2020	—	`conf`	Facial expression based satisfaction index for empathic buildings. UbiComp/ISWC Adjunct Fahad Sohrab, Jenni Raitoharju, Moncef Gabbouj
2020	J	`jnl`	FastONN - Python based open-source GPU implementation for Operational Neural Networks. CoRR Junaid Malik, Serkan Kiranyaz, Moncef Gabbouj
2020	C	`conf`	Generalized Operational Classifiers for Material Identification. MMSP Xiaoyue Jiang, Ding Wang, Dat Thanh Tran, Serkan Kiranyaz, Moncef Gabbouj, Xiaoyi Feng
2020	J	`jnl`	Graph Embedding with Data Uncertainty. CoRR Firas Laakom, Jenni Raitoharju, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj
2020	J	`jnl`	Heterogeneous Multilayer Generalized Operational Perceptron. IEEE Trans. Neural Networks Learn. Syst. Dat Thanh Tran, Serkan Kiranyaz, Moncef Gabbouj, Alexandros Iosifidis
2020	—	`conf`	Human Action Recognition Using Recurrent Bag-of-Features Pooling. ICPR Workshops (5) Marios Krestenitis, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj, Anastasios Tefas
2020	J	`jnl`	Human experts vs. machines in taxa recognition. Signal Process. Image Commun. Johanna Ärje, Jenni Raitoharju, Alexandros Iosifidis, Ville Tirronen, Kristian Meissner, Moncef Gabbouj, Serkan Kiranyaz, Salme Kärkkäinen
2020	B	`conf`	Incremental Fast Subclass Discriminant Analysis. ICIP Kateryna Chumachenko, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis
2020	J	`jnl`	Incremental Fast Subclass Discriminant Analysis. CoRR Kateryna Chumachenko, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis
2020	J	`jnl`	Left Ventricular Wall Motion Estimation by Active Polynomials for Acute Myocardial Infarction Detection. IEEE Access Serkan Kiranyaz, Aysen Degerli, Tahir Hamid, Rashid Mazhar, Rayyan Ahmed, Rayaan Abouhasera, Morteza Zabihi, Junaid Malik, Ridha Hamila, Moncef Gabbouj
2020	J	`jnl`	Left Ventricular Wall Motion Estimation by Active Polynomials for Acute Myocardial Infarction Detection. CoRR Serkan Kiranyaz, Aysen Degerli, Tahir Hamid, Rashid Mazhar, Rayyan Ahmed, Rayaan Abouhasera, Morteza Zabihi, Junaid Malik, Ridha Hamila, Moncef Gabbouj
2020	J	`jnl`	Monte Carlo Dropout Ensembles for Robust Illumination Estimation. CoRR Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, Moncef Gabbouj
2020	J	`jnl`	Multilinear Compressive Learning with Prior Knowledge. CoRR Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis
2020	B	`conf`	Not all domains are equally complex: Adaptive Multi-Domain Learning. ICPR Ali Senhaji, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis
2020	J	`jnl`	Not all domains are equally complex: Adaptive Multi-Domain Learning. CoRR Ali Senhaji, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis
2020	J	`jnl`	OIDC-Net: Omnidirectional Image Distortion Correction via Coarse-to-Fine Region Attention. IEEE J. Sel. Top. Signal Process. Kang Liao, Chunyu Lin, Yao Zhao, Moncef Gabbouj, Yang Zheng
2020	J	`jnl`	Operational neural networks. Neural Comput. Appl. Serkan Kiranyaz, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj
2020	J	`jnl`	Operational vs Convolutional Neural Networks for Image Denoising. CoRR Junaid Malik, Serkan Kiranyaz, Moncef Gabbouj
2020	J	`jnl`	Patient-Specific Seizure Detection Using Nonlinear Dynamics and Nullclines. IEEE J. Biomed. Health Informatics Morteza Zabihi, Serkan Kiranyaz, Ville Jäntti, Tarmo Lipping, Moncef Gabbouj
2020	—	`conf`	Performance Indicator in Multilinear Compressive Learning. SSCI Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis
2020	J	`jnl`	Performance Indicator in Multilinear Compressive Learning. CoRR Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis
2020	B	`conf`	Probabilistic Color Constancy. ICIP Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Uygar Tuna, Jarno Nikkanen, Moncef Gabbouj
2020	J	`jnl`	Probabilistic Color Constancy. CoRR Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Uygar Tuna, Jarno Nikkanen, Moncef Gabbouj
2020	J	`jnl`	Progressive Operational Perceptrons with Memory. Neurocomputing Dat Thanh Tran, Serkan Kiranyaz, Moncef Gabbouj, Alexandros Iosifidis
2020	J	`jnl`	Real-time phonocardiogram anomaly detection by adaptive 1D Convolutional Neural Networks. Neurocomputing Serkan Kiranyaz, Morteza Zabihi, Ali Bahrami Rad, Turker Ince, Ridha Hamila, Moncef Gabbouj
2020	J	`jnl`	Real-time throughput prediction for cognitive Wi-Fi networks. J. Netw. Comput. Appl. Muhammad Asif Khan, Ridha Hamila, Nasser Ahmed Al-Emadi, Serkan Kiranyaz, Moncef Gabbouj
2020	J	`jnl`	Recurrent bag-of-features for visual information analysis. Pattern Recognit. Marios Krestenitis, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj, Anastasios Tefas
2020	—	`conf`	Robust Fast Subclass Discriminant Analysis. EUSIPCO Kateryna Chumachenko, Alexandros Iosifidis, Moncef Gabbouj
2020	—	`conf`	Robust Hypersphere-based Weight Imprinting for Few-Shot Learning. EUSIPCO Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj, Anastasios Tefas
2020	J	`jnl`	Saliency-based Weighted Multi-label Linear Discriminant Analysis. CoRR Lei Xu, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2020	J	`jnl`	Self-Organized Operational Neural Networks for Severe Image Restoration Problems. CoRR Junaid Malik, Serkan Kiranyaz, Moncef Gabbouj
2020	J	`jnl`	Self-Organized Operational Neural Networks with Generative Neurons. CoRR Serkan Kiranyaz, Junaid Malik, Habib Ben Abdallah, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj
2020	J	`jnl`	Speech Command Recognition in Computationally Constrained Environments with a Quadratic Self-organized Operational Layer. CoRR Mohammad Soltanian, Junaid Malik, Jenni Raitoharju, Alexandros Iosifidis, Serkan Kiranyaz, Moncef Gabbouj
2020	J	`jnl`	Subset Sampling For Progressive Neural Network Learning. CoRR Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis
2020	B	`conf`	Subset Sampling for Progressive Neural Network Learning. ICIP Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis
2020	J	`jnl`	Temporal Bag-of-Features Learning for Predicting Mid Price Movements Using High Frequency Limit Order Book Data. IEEE Trans. Emerg. Top. Comput. Intell. Nikolaos Passalis, Anastasios Tefas, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis
2020	J	`jnl`	Temporal logistic neural Bag-of-Features for financial time series forecasting leveraging limit order book data. Pattern Recognit. Lett. Nikolaos Passalis, Anastasios Tefas, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis
2020	—	`conf`	Towards Active Vision with UAVs in Marine Search and Rescue: Analyzing Human Detection at Variable Altitudes. SSRR Li Qingqing, Jussi Taipalmaa, Jorge Peña Queralta, Tuan Nguyen Gia, Moncef Gabbouj, Hannu Tenhunen, Jenni Raitoharju, Tomi Westerlund
2020	J	`jnl`	Using Deep Learning for price prediction by exploiting stationary limit order book features. Appl. Soft Comput. Avraam Tsantekidis, Nikolaos Passalis, Anastasios Tefas, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis
2020	J	`jnl`	Variance-preserving deep metric learning for content-based image retrieval. Pattern Recognit. Lett. Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj, Anastasios Tefas
2019	Misc	`conf`	1-D Convolutional Neural Networks for Signal Processing Applications. ICASSP Serkan Kiranyaz, Turker Ince, Osama Abdeljaber, Onur Avci, Moncef Gabbouj
2019	J	`jnl`	1D Convolutional Neural Network Models for Sleep Arousal Detection. CoRR Morteza Zabihi, Ali Bahrami Rad, Serkan Kiranyaz, Simo Särkkä, Moncef Gabbouj
2019	J	`jnl`	1D Convolutional Neural Networks and Applications: A Survey. CoRR Serkan Kiranyaz, Onur Avci, Osama Abdeljaber, Turker Ince, Moncef Gabbouj, Daniel J. Inman
2019	J	`jnl`	3D Quantum Cuts for Automatic Segmentation of Porous Media in Tomography Images. CoRR Junaid Malik, Serkan Kiranyaz, Riyadh Al-Raoush, Olivier Monga, Patricia Garnier, Sebti Foufou, Abdelaziz Bouras, Alexandros Iosifidis, Moncef Gabbouj, Philippe C. Baveye
2019	J	`jnl`	6K and 8K Effective Resolution with 4K HEVC Decoding Capability for 360 Video Streaming. ACM Trans. Multim. Comput. Commun. Appl. Alireza Zare, Maryam Homayouni, Alireza Aminlou, Miska M. Hannuksela, Moncef Gabbouj
2019	J	`jnl`	A Novel UAV-Aided Network Architecture Using Wi-Fi Direct. IEEE Access Muhammad Asif Khan, Ridha Hamila, Mustafa Serkan Kiranyaz, Moncef Gabbouj
2019	B	`conf`	Adaptive Inference Using Hierarchical Convolutional Bag-of-Features for Low-Power Embedded Platforms. ICIP Nikolaos Passalis, Jenni Raitoharju, Anastasios Tefas, Moncef Gabbouj
2019	J	`jnl`	Architecture Search by Estimation of Network Structure Distributions. CoRR Anton Muravev, Jenni Raitoharju, Moncef Gabbouj
2019	J	`jnl`	Automated Polysomnography Analysis for Detection of Non-Apneic and Non-Hypopneic Arousals using Feature Engineering and a Bidirectional LSTM Network. CoRR Ali Bahrami Rad, Morteza Zabihi, Zheng Zhao, Moncef Gabbouj, Aggelos K. Katsaggelos, Simo Särkkä
2019	J	`jnl`	Bag of Color Features For Color Constancy. CoRR Firas Laakom, Nikolaos Passalis, Jenni Raitoharju, Jarno Nikkanen, Anastasios Tefas, Alexandros Iosifidis, Moncef Gabbouj
2019	B	`conf`	Class-Based Variational Representation Learning For Robust Image Retrieval. ICIP Nikolaos Passalis, Anastasios Tefas, Alexandros Iosifidis, Moncef Gabbouj
2019	—	`conf`	Color Constancy Convolutional Autoencoder. SSCI Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, Moncef Gabbouj
2019	J	`jnl`	Color Constancy Convolutional Autoencoder. CoRR Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, Moncef Gabbouj
2019	J	`jnl`	Colorectal cancer diagnosis from histology images: A comparative study. CoRR Junaid Malik, Serkan Kiranyaz, Suchithra Kunhoth, Turker Ince, Somaya Al-Máadeed, Ridha Hamila, Moncef Gabbouj
2019	—	`conf`	Curriculum-based Teacher Ensemble for Robust Neural Network Distillation. EUSIPCO Georgios Panagiotatos, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj, Anastasios Tefas
2019	J	`jnl`	Data-driven Neural Architecture Learning For Financial Time-series Forecasting. CoRR Dat Thanh Tran, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis
2019	J	`jnl`	Deep Adaptive Input Normalization for Price Forecasting using Limit Order Book Data. CoRR Nikolaos Passalis, Anastasios Tefas, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis
2019	Misc	`conf`	Deep Temporal Logistic Bag-of-features for Forecasting High Frequency Limit Order Book Time Series. ICASSP Nikolaos Passalis, Anastasios Tefas, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis
2019	J	`jnl`	Dual and Single Polarized SAR Image Classification Using Compact Convolutional Neural Networks. Remote. Sens. Mete Ahishali, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj
2019	J	`jnl`	Fault Detection and Severity Identification of Ball Bearings by Online Condition Monitoring. IEEE Trans. Ind. Electron. Osama Abdeljaber, Sadok Sassi, Onur Avci, Serkan Kiranyaz, Abdelrahman Aly Ibrahim, Moncef Gabbouj
2019	J	`jnl`	Feature Engineering for Mid-Price Prediction With Deep Learning. IEEE Access Adamantios Ntakaris, Giorgio Mirone, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis
2019	J	`jnl`	Feature Engineering for Mid-Price Prediction with Deep Learning. CoRR Adamantios Ntakaris, Giorgio Mirone, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis
2019	—	`conf`	High-Resolution Water Segmentation for Autonomous Unmanned Surface Vehicles: a Novel Dataset and Evaluation. MLSP Jussi Taipalmaa, Nikolaos Passalis, Honglei Zhang, Moncef Gabbouj, Jenni Raitoharju
2019	J	`jnl`	INTEL-TAU: A Color Constancy Dataset. CoRR Firas Laakom, Jenni Raitoharju, Alexandros Iosifidis, Jarno Nikkanen, Moncef Gabbouj
2019	B	`conf`	Knowledge Transfer for Face Verification Using Heterogeneous Generalized Operational Perceptrons. ICIP Dat Thanh Tran, Serkan Kiranyaz, Moncef Gabbouj, Alexandros Iosifidis
2019	—	`conf`	Less Is More: Deep Learning Using Subjective Annotations For Sentiment Analysis From Social Media. MLSP Christina Tzogka, Nikolaos Passalis, Alexandros Iosifidis, Moncef Gabbouj, Anastasios Tefas
2019	J	`jnl`	Machine Learning for Forecasting Mid-Price Movements Using Limit Order Book Data. IEEE Access Paraskevi Nousi, Avraam Tsantekidis, Nikolaos Passalis, Adamantios Ntakaris, Juho Kanniainen, Anastasios Tefas, Moncef Gabbouj, Alexandros Iosifidis
2019	J	`jnl`	Mid-price Prediction Based on Machine Learning Methods with Technical and Quantitative Indicators. CoRR Adamantios Ntakaris, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis
2019	J	`jnl`	Multilinear Compressive Learning. CoRR Dat Thanh Tran, Mehmet Yamac, Aysen Degerli, Moncef Gabbouj, Alexandros Iosifidis
2019	J	`jnl`	Multimodal Subspace Support Vector Data Description. CoRR Fahad Sohrab, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2019	J	`jnl`	Operational Neural Networks. CoRR Serkan Kiranyaz, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj
2019	J	`jnl`	Real-Time Fault Detection and Identification for MMC Using 1-D Convolutional Neural Networks. IEEE Trans. Ind. Electron. Serkan Kiranyaz, Adel Gastli, Lazhar Ben-Brahim, Nasser Al-Emadi, Moncef Gabbouj
2019	—	`conf`	Reversible Privacy Preservation using Multi-level Encryption and Compressive Sensing. EUSIPCO Mehmet Yamaç, Mete Ahishali, Nikolaos Passalis, Jenni Raitoharju, Bülent Sankur, Moncef Gabbouj
2019	J	`jnl`	Reversible Privacy Preservation using Multi-level Encryption and Compressive Sensing. CoRR Mehmet Yamac, Mete Ahishali, Nikolaos Passalis, Jenni Raitoharju, Bülent Sankur, Moncef Gabbouj
2019	—	`conf`	Sepsis Prediction in Intensive Care Unit Using Ensemble of XGboost Models. CinC Morteza Zabihi, Serkan Kiranyaz, Moncef Gabbouj
2019	J	`jnl`	Shared Coded Picture Technique for Tile-Based Viewport-Adaptive Streaming of Omnidirectional Video. IEEE Trans. Circuits Syst. Video Technol. Ramin Ghaznavi Youvalari, Alireza Zare, Alireza Aminlou, Miska M. Hannuksela, Moncef Gabbouj
2019	J	`jnl`	Speed-up and multi-view extensions to Subclass Discriminant Analysis. CoRR Kateryna Chumachenko, Jenni Raitoharju, Alexandros Iosifidis, Moncef Gabbouj
2019	J	`jnl`	Temporal Attention-Augmented Bilinear Network for Financial Time-Series Data Analysis. IEEE Trans. Neural Networks Learn. Syst. Dat Thanh Tran, Alexandros Iosifidis, Juho Kanniainen, Moncef Gabbouj
2019	J	`jnl`	Temporal Logistic Neural Bag-of-Features for Financial Time series Forecasting leveraging Limit Order Book Data. CoRR Nikolaos Passalis, Anastasios Tefas, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis
2018	J	`jnl`	A Data Set for Camera-Independent Color Constancy. IEEE Trans. Image Process. Çaglar Aytekin, Jarno Nikkanen, Moncef Gabbouj
2018	B	`conf`	Acceleration Approaches for Big Data Analysis. ICIP Anton Muravev, Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis, Serkan Kiranyaz
2018	—	`conf`	Automatic Flower and Visitor Detection System. EUSIPCO Dat Thanh Tran, Toke Thomas Høye, Moncef Gabbouj, Alexandros Iosifidis
2018	—	`conf`	Automatic Sleep Arousal Detection Using Multimodal Biosignal Analysis. CinC Morteza Zabihi, Ali Bahrami Rad, Simo Särkkä, Serkan Kiranyaz, Aggelos K. Katsaggelos, Moncef Gabbouj
2018	J	`jnl`	Benchmark database for fine-grained image classification of benthic macroinvertebrates. Image Vis. Comput. Jenni Raitoharju, Ekaterina Riabchenko, Iftikhar Ahmad, Alexandros Iosifidis, Moncef Gabbouj, Serkan Kiranyaz, Ville Tirronen, Johanna Ärje, Salme Kärkkäinen, Kristian Meissner
2018	—	`conf`	Compressively Sensed Image Recognition. EUVIP Aysen Degerli, Sinem Aslan, Mehmet Yamac, Bülent Sankur, Moncef Gabbouj
2018	J	`jnl`	Compressively Sensed Image Recognition. CoRR Aysen Degerli, Sinem Aslan, Mehmet Yamac, Bülent Sankur, Moncef Gabbouj
2018	—	`conf`	Convolutional Neural Network Based Inter-Frame Enhancement for 360-Degree Video Streaming. PCM (2) Yaru Li, Li Yu, Chunyu Lin, Yao Zhao, Moncef Gabbouj
2018	—	`conf`	Data Clustering Based on Community Structure in Mutual k-Nearest Neighbor Graph. TSP Honglei Zhang, Serkan Kiranyaz, Moncef Gabbouj
2018	J	`jnl`	Deep Multi-view Learning to Rank. CoRR Guanqun Cao, Alexandros Iosifidis, Moncef Gabbouj, Vijay Raghavan, Raju Gottumukkala
2018	—	`conf`	Efficient 2D Video Coding of Volumetric Video Data. EUVIP Nahid Sheikhi-Pour, Sebastian Schwarz, Vinod Kumar Malamal Vadakital, Moncef Gabbouj
2018	—	`conf`	Evaluation of Visual Object Trackers on Equirectangular Panorama. VISIGRAPP (5: VISAPP) Ugur Kart, Joni-Kristian Kämäräinen, Lixin Fan, Moncef Gabbouj
2018	—	`conf`	Fast Motion Estimation Algorithm with Efficient Memory Access for HEVC Hardware Encoders. EUVIP Farhad Pakdaman, Moncef Gabbouj, Mahmoud Reza Hashemi, Mohammad Ghanbari
2018	B	`conf`	Feature Dimensionality Reduction with Graph Embedding and Generalized Hamming Distance. ICIP Honglei Zhang, Moncef Gabbouj
2018	J	`jnl`	Feature synthesis for image classification and retrieval via one-against-all perceptrons. Neural Comput. Appl. Jenni Raitoharju, Serkan Kiranyaz, Moncef Gabbouj
2018	—	`conf`	Feature-Based Cardiac Cycle Segmentation in Phonocardiogram Recordings. CinC Jussi Taipalmaa, Morteza Zabihi, Serkan Kiranyaz, Moncef Gabbouj
2018	J	`jnl`	Finding Better Topologies for Deep Convolutional Neural Networks by Evolution. CoRR Honglei Zhang, Serkan Kiranyaz, Moncef Gabbouj
2018	J	`jnl`	Generalized Multi-View Embedding for Visual Recognition and Cross-Modal Retrieval. IEEE Trans. Cybern. Guanqun Cao, Alexandros Iosifidis, Ke Chen, Moncef Gabbouj
2018	—	`conf`	Geometry-Guided 3D Data Interpolation for Projection-Based Dynamic Point Cloud Coding. EUVIP Vida Fakour Sevom, Sebastian Schwarz, Moncef Gabbouj
2018	J	`jnl`	Guest Editorial Special Issue on Multimedia Big Data in Internet of Things. IEEE Internet Things J. Huadong Ma, Shui Yu, Moncef Gabbouj, Peter Mueller
2018	J	`jnl`	Improving efficiency in convolutional neural networks with multilinear filters. Neural Networks Dat Thanh Tran, Alexandros Iosifidis, Moncef Gabbouj
2018	—	`conf`	Is the transmission of depth data always necessary for 3D video streaming? IPTA Li Yu, Miska M. Hannuksela, Tammam Tillo, Chunyu Lin, Moncef Gabbouj
2018	Misc	`conf`	Low-Energy Graph Fourier Basis Functions Span Salient Objects. ICASSP Junaid Malik, Çaglar Aytekin, Moncef Gabbouj
2018	J	`jnl`	Machine Learning for Forecasting Mid Price Movement using Limit Order Book Data. CoRR Paraskevi Nousi, Avraam Tsantekidis, Nikolaos Passalis, Adamantios Ntakaris, Juho Kanniainen, Anastasios Tefas, Moncef Gabbouj, Alexandros Iosifidis
2018	—	`conf`	Maximum achievable throughput and interference mitigation for SUN in coexistence with WLAN. CommNet Saad Mohamed, Ridha Hamila, Naofal Al-Dhahir, Ala Gouissem, Lazhar Ben-Brahim, Moncef Gabbouj
2018	—	`ed.`	MultiMedia Modeling - 24th International Conference, MMM 2018, Bangkok, Thailand, February 5-7, 2018, Proceedings, Part I MMM (1) Klaus Schoeffmann, Thanarat H. Chalidabhongse, Chong-Wah Ngo, Supavadee Aramvith, Noel E. O'Connor, Yo-Sung Ho, Moncef Gabbouj, Ahmed Elgammal
2018	—	`ed.`	MultiMedia Modeling - 24th International Conference, MMM 2018, Bangkok, Thailand, February 5-7, 2018, Proceedings, Part II MMM (2) Klaus Schoeffmann, Thanarat H. Chalidabhongse, Chong-Wah Ngo, Supavadee Aramvith, Noel E. O'Connor, Yo-Sung Ho, Moncef Gabbouj, Ahmed Elgammal
2018	J	`jnl`	Neural class-specific regression for face verification. IET Biom. Guanqun Cao, Alexandros Iosifidis, Moncef Gabbouj
2018	—	`conf`	On the Layer Selection in Small-Scale Deep Networks. EUVIP Anton Muravev, Jenni Raitoharju, Moncef Gabbouj
2018	—	`conf`	Optimization on Ports Activation Towards Energy Efficient Data Center Networks. UNet Zina Chkirbene, Ridha Hamila, Sebti Foufou, Serkan Kiranyaz, Moncef Gabbouj
2018	J	`jnl`	Probabilistic saliency estimation. Pattern Recognit. Çaglar Aytekin, Alexandros Iosifidis, Moncef Gabbouj
2018	J	`jnl`	Progressive Operational Perceptron with Memory. CoRR Dat Thanh Tran, Serkan Kiranyaz, Moncef Gabbouj, Alexandros Iosifidis
2018	—	`conf`	Robust Data Hiding Scheme for Compressively Sensed Signals. EUSIPCO Mehmet Yamac, Bülent Sankur, Moncef Gabbouj
2018	J	`jnl`	Spatiotemporal Saliency Estimation by Spectral Foreground Detection. IEEE Trans. Multim. Çaglar Aytekin, Horst Possegger, Thomas Mauthner, Serkan Kiranyaz, Horst Bischof, Moncef Gabbouj
2018	B	`conf`	Subspace Support Vector Data Description. ICPR Fahad Sohrab, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis
2018	J	`jnl`	Subspace Support Vector Data Description. CoRR Fahad Sohrab, Jenni Raitoharju, Moncef Gabbouj, Alexandros Iosifidis
2018	—	`conf`	Unsupervised Facial Image De-occlusion with Optimized Deep Generative Models. IPTA Lei Xu, Honglei Zhang, Jenni Raitoharju, Moncef Gabbouj
2018	J	`jnl`	Using Deep Learning for price prediction by exploiting stationary limit order book features. CoRR Avraam Tsantekidis, Nikolaos Passalis, Anastasios Tefas, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis
2018	B	`conf`	Weighted Linear Discriminant Analysis Based on Class Saliency Information. ICIP Lei Xu, Alexandros Iosifidis, Moncef Gabbouj
2018	J	`jnl`	Weighted Linear Discriminant Analysis based on Class Saliency Information. CoRR Lei Xu, Alexandros Iosifidis, Moncef Gabbouj
2017	J	`jnl`	A Hybrid Approach for Near-Range Video Stabilization. IEEE Trans. Circuits Syst. Video Technol. Shuaicheng Liu, Binhan Xu, Chuang Deng, Shuyuan Zhu, Bing Zeng, Moncef Gabbouj
2017	J	`jnl`	A New Block-Based Method for HEVC Intra Coding. IEEE Trans. Circuits Syst. Video Technol. Chen Chen, Shuyuan Zhu, Bing Zeng, Moncef Gabbouj
2017	Misc	`conf`	A k-nearest neighbor multilabel ranking algorithm with application to content-based image retrieval. ICASSP Honglei Zhang, Serkan Kiranyaz, Moncef Gabbouj
2017	J	`jnl`	An effective CU size decision method for quality scalability in SHVC. Multim. Tools Appl. Xiaoni Li, Mianshu Chen, Zhaowei Qu, Jimin Xiao, Moncef Gabbouj
2017	J	`jnl`	Benchmark Dataset for Mid-Price Prediction of Limit Order Book data. CoRR Adamantios Ntakaris, Martin Magris, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis
2017	J	`jnl`	Big Media Data Analysis. Signal Process. Image Commun. Alexandros Iosifidis, Anastasios Tefas, Ioannis Pitas, Moncef Gabbouj
2017	J	`jnl`	CNN-based edge filtering for object proposals. Neurocomputing Muhammad-Adeel Waris, Alexandros Iosifidis, Moncef Gabbouj
2017	B	`conf`	Category independent object proposals using quantum superposition. ICIP Junaid Malik, Çaglar Aytekin, Moncef Gabbouj
2017	J	`jnl`	Class-Specific Kernel Discriminant Analysis Revisited: Further Analysis and Extensions. IEEE Trans. Cybern. Alexandros Iosifidis, Moncef Gabbouj
2017	B	`conf`	Class-specific kernel discriminant analysis based on Cholesky decomposition. IJCNN Alexandros Iosifidis, Moncef Gabbouj
2017	C	`conf`	Comparison of HEVC coding schemes for tile-based viewport-adaptive streaming of omnidirectional video. MMSP Ramin Ghaznavi Youvalari, Alireza Zare, Huameng Fang, Alireza Aminlou, Qingpeng Xie, Miska M. Hannuksela, Moncef Gabbouj
2017	B	`conf`	Deep multi-resolution color constancy. ICIP Çaglar Aytekin, Jarno Nikkanen, Moncef Gabbouj
2017	—	`conf`	Detection of Atrial Fibrillation in ECG Hand-held Devices Using a Random Forest Classifier. CinC Morteza Zabihi, Ali Bahrami Rad, Aggelos K. Katsaggelos, Serkan Kiranyaz, Susanna Narkilahti, Moncef Gabbouj
2017	J	`jnl`	Epileptic seizure detection in long-term EEG records using sparse rational decomposition and local Gabor binary patterns feature extraction. Knowl. Based Syst. Kaveh Samiee, Péter Kovács, Moncef Gabbouj
2017	J	`jnl`	Extended quantum cuts for unsupervised salient object extraction. Multim. Tools Appl. Çaglar Aytekin, Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj
2017	—	`conf`	Forecasting Stock Prices from the Limit Order Book Using Convolutional Neural Networks. CBI (1) Avraam Tsantekidis, Nikolaos Passalis, Anastasios Tefas, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis
2017	B	`conf`	Generalized model of biological neural networks: Progressive operational perceptrons. IJCNN Serkan Kiranyaz, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj
2017	J	`jnl`	Human experts vs. machines in taxa recognition. CoRR Johanna Ärje, Ville Tirronen, Salme Kärkkäinen, Kristian Meissner, Jenni Raitoharju, Moncef Gabbouj, Serkan Kiranyaz
2017	J	`jnl`	INTEL-TUT Dataset for Camera Invariant Color Constancy Research. CoRR Çaglar Aytekin, Jarno Nikkanen, Moncef Gabbouj
2017	J	`jnl`	Improving Efficiency in Convolutional Neural Network with Multilinear Filters. CoRR Dat Thanh Tran, Alexandros Iosifidis, Moncef Gabbouj
2017	J	`jnl`	Learning graph affinities for spectral graph-based salient object detection. Pattern Recognit. Çaglar Aytekin, Alexandros Iosifidis, Serkan Kiranyaz, Moncef Gabbouj
2017	—	`conf`	Lossless compression of subaperture images using context modeling. 3DTV-Conference Ionut Schiopu, Moncef Gabbouj, Atanas P. Gotchev, Miska M. Hannuksela
2017	J	`jnl`	Modeling the timing of cuts in automatic editing of concert videos. Multim. Tools Appl. Mikko J. Roininen, Jussi Leppänen, Antti J. Eronen, Igor D. D. Curcio, Moncef Gabbouj
2017	J	`jnl`	Multi-View Nonparametric Discriminant Analysis for Image Retrieval and Recognition. IEEE Signal Process. Lett. Guanqun Cao, Alexandros Iosifidis, Moncef Gabbouj
2017	J	`jnl`	Multilinear Class-Specific Discriminant Analysis. CoRR Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis
2017	J	`jnl`	Multilinear class-specific discriminant analysis. Pattern Recognit. Lett. Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis
2017	J	`jnl`	Neural Class-Specific Regression for face verification. CoRR Guanqun Cao, Alexandros Iosifidis, Moncef Gabbouj
2017	J	`jnl`	On the comparison of random and Hebbian weights for the training of single-hidden layer feedforward neural networks. Expert Syst. Appl. Kaveh Samiee, Alexandros Iosifidis, Moncef Gabbouj
2017	J	`jnl`	Outlier edge detection using random graph generation models and applications. J. Big Data Honglei Zhang, Serkan Kiranyaz, Moncef Gabbouj
2017	J	`jnl`	Particle swarm clustering fitness evaluation with computational centroids. Swarm Evol. Comput. Jenni Raitoharju, Kaveh Samiee, Serkan Kiranyaz, Moncef Gabbouj
2017	J	`jnl`	Progressive Operational Perceptrons. Neurocomputing Serkan Kiranyaz, Turker Ince, Alexandros Iosifidis, Moncef Gabbouj
2017	—	`conf`	Pyramid encoding for fast additive quantization. EUSIPCO Anton Muravev, Ezgi Can Ozan, Alexandros Iosifidis, Moncef Gabbouj
2017	J	`jnl`	Row-Interleaved Sampling for Depth-Enhanced 3D Video Coding for Polarized Displays. ACM Trans. Appl. Percept. Maryam Homayouni, Payman Aflaki, Miska M. Hannuksela, Moncef Gabbouj
2017	—	`conf`	Sample-based regularization for support vector machine classification. IPTA Dat Thanh Tran, Muhammad-Adeel Waris, Moncef Gabbouj, Alexandros Iosifidis
2017	—	`conf`	Subaperture image segmentation for lossless compression. IPTA Ionut Schiopu, Moncef Gabbouj, Alexandros Iosifidis, Bing Zeng, Shuaicheng Liu
2017	J	`jnl`	Temporal Attention augmented Bilinear Network for Financial Time-Series Data Analysis. CoRR Dat Thanh Tran, Alexandros Iosifidis, Juho Kanniainen, Moncef Gabbouj
2017	J	`jnl`	Tensor Representation in High-Frequency Financial Data for Price Change Prediction. CoRR Dat Thanh Tran, Martin Magris, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis
2017	—	`conf`	Tensor representation in high-frequency financial data for price change prediction. SSCI Dat Thanh Tran, Martin Magris, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis
2017	J	`jnl`	The effect of automated taxa identification errors on biological indices. Expert Syst. Appl. Johanna Ärje, Salme Kärkkäinen, Kristian Meissner, Alexandros Iosifidis, Türker Ince, Moncef Gabbouj, Serkan Kiranyaz
2017	—	`conf`	Time-series classification using neural Bag-of-Features. EUSIPCO Nikolaos Passalis, Avraam Tsantekidis, Anastasios Tefas, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis
2017	J	`jnl`	Urban 3D segmentation and modelling from street view images and LiDAR point clouds. Mach. Vis. Appl. Pouria Babahajiani, Lixin Fan, Joni-Kristian Kämäräinen, Moncef Gabbouj
2017	—	`conf`	Using deep learning to detect price change indications in financial markets. EUSIPCO Avraam Tsantekidis, Nikolaos Passalis, Anastasios Tefas, Juho Kanniainen, Moncef Gabbouj, Alexandros Iosifidis
2017	—	`conf`	Viewport-dependent delivery schemes for stereoscopic panoramic video. 3DTV-Conference Ramin Ghaznavi Youvalari, Miska M. Hannuksela, Alireza Aminlou, Moncef Gabbouj
2017	C	`conf`	VisualLabel: An Integrated Multimedia Content Management and Access Framework. EJC Iftikhar Ahmad, Petri Rantanen, Pekka Sillberg, Jorma Laaksonen, Shuhua Liu, Thomas Forss, Aqdas Malik, Marko Nieminen, Rakshith Shetty, Satoru Ishikawa, Jarno Kallio, Jukka P. Saarinen, Moncef Gabbouj, Jari Soini
2016	—	`conf`	A review of approximate methods for kernel-based big media data analysis. EUSIPCO Alexandros Iosifidis, Anastasios Tefas, Ioannis Pitas, Moncef Gabbouj
2016	—	`conf`	A vector quantization based k-NN approach for large-scale image classification. IPTA Ezgi Can Ozan, Ekaterina Riabchenko, Serkan Kiranyaz, Moncef Gabbouj
2016	B	`conf`	An Optimized k-NN Approach for Classification on Imbalanced Datasets with Missing Data. IDA Ezgi Can Ozan, Ekaterina Riabchenko, Serkan Kiranyaz, Moncef Gabbouj
2016	C	`conf`	Automated tree detection and density calculation using unmanned aerial vehicles. VCIP Olcay Guldogan, Jani Rotola-Pukkila, Uvaraj Balasundaram, Thanh-Hai Le, Kamal Mannar, Taufan Mega Chrisna, Moncef Gabbouj
2016	B	`conf`	Combining multi-class maximum margin classification with linear discriminant analysis for human action recognition. ICIP Alexandros Iosifidis, Moncef Gabbouj
2016	J	`jnl`	Competitive Quantization for Approximate Nearest Neighbor Search. IEEE Trans. Knowl. Data Eng. Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj
2016	—	`conf`	Comprehensive Automated 3D Urban Environment Modelling Using Terrestrial Laser Scanning Point Cloud. CVPR Workshops Pouria Babahajiani, Lixin Fan, Joni-Kristian Kamarainen, Moncef Gabbouj
2016	—	`conf`	Data Enrichment in Fine-Grained Classification of Aquatic Macroinvertebrates. CVAUI@ICPR Jenni Raitoharju, Ekaterina Riabchenko, Kristian Meissner, Iftikhar Ahmad, Alexandros Iosifidis, Moncef Gabbouj, Serkan Kiranyaz
2016	C	`conf`	Efficient Coding of 360-Degree Pseudo-Cylindrical Panoramic Video for Virtual Reality Applications. ISM Ramin Ghaznavi Youvalari, Alireza Aminlou, Miska M. Hannuksela, Moncef Gabbouj
2016	B	`conf`	Face segmentation in thumbnail images by data-adaptive convolutional segmentation networks. ICIP Serkan Kiranyaz, Muhammad-Adeel Waris, Iftikhar Ahmad, Ridha Hamila, Moncef Gabbouj
2016	B	`conf`	Fisheye video coding using elastic motion compensated reference frames. ICIP Ashek Ahmmed, Miska M. Hannuksela, Moncef Gabbouj
2016	J	`jnl`	Generalized Hampel Filters. EURASIP J. Adv. Signal Process. Ronald K. Pearson, Yrjö Neuvo, Jaakko Astola, Moncef Gabbouj
2016	J	`jnl`	Generalized Multi-view Embedding for Visual Recognition and Cross-modal Retrieval. CoRR Guanqun Cao, Alexandros Iosifidis, Ke Chen, Moncef Gabbouj
2016	—	`conf`	Global Scale Integral Volumes. ECCV Workshops (1) Sounak Bhattacharya, Lixin Fan, Pouria Babahajiani, Moncef Gabbouj
2016	—	`conf`	Graph-regularized multi-class support vector machines for face and action recognition. EUSIPCO Alexandros Iosifidis, Moncef Gabbouj
2016	A*	`conf`	HEVC-compliant Tile-based Streaming of Panoramic Video for Virtual Reality Applications. ACM Multimedia Alireza Zare, Alireza Aminlou, Miska M. Hannuksela, Moncef Gabbouj
2016	C	`conf`	HEVC-compliant viewport-adaptive streaming of stereoscopic panoramic video. PCS Alireza Zare, Kashyap Kammachi Sreedhar, Vinod Kumar Malamal Vadakital, Alireza Aminlou, Miska M. Hannuksela, Moncef Gabbouj
2016	—	`conf`	Heart Sound Anomaly and Quality Detection using Ensemble of Neural Networks without Segmentation. CinC Morteza Zabihi, Ali Bahrami Rad, Serkan Kiranyaz, Moncef Gabbouj, Aggelos K. Katsaggelos
2016	C	`conf`	Hierarchical class-specific kernel discriminant analysis for face verification. VCIP Alexandros Iosifidis, Moncef Gabbouj
2016	J	`jnl`	Image Interpolation Based on Non-local Geometric Similarities and Directional Gradients. IEEE Trans. Multim. Shuyuan Zhu, Bing Zeng, Liaoyuan Zeng, Moncef Gabbouj
2016	B	`conf`	Joint K-Means quantization for Approximate Nearest Neighbor Search. ICPR Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj
2016	J	`jnl`	Joint Video Stitching and Stabilization From Moving Cameras. IEEE Trans. Image Process. Heng Guo, Shuaicheng Liu, Tong He, Shuyuan Zhu, Bing Zeng, Moncef Gabbouj
2016	J	`jnl`	K-Subspaces Quantization for Approximate Nearest Neighbor Search. IEEE Trans. Knowl. Data Eng. Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj
2016	—	`conf`	Keynote speech. CCIS Schahram Dustdar, Eduard H. Hovy, Xiangyang Li, Moncef Gabbouj
2016	B	`conf`	Learned vs. engineered features for fine-grained classification of aquatic macroinvertebrates. ICPR Ekaterina Riabchenko, Kristian Meissner, Iftikhar Ahmad, Alexandros Iosifidis, Ville Tirronen, Moncef Gabbouj, Serkan Kiranyaz
2016	J	`jnl`	Learning to rank salient segments extracted by multispectral Quantum Cuts. Pattern Recognit. Lett. Çaglar Aytekin, Serkan Kiranyaz, Moncef Gabbouj
2016	J	`jnl`	Limited Random Walk Algorithm for Big Graph Data Clustering. CoRR Honglei Zhang, Jenni Raitoharju, Serkan Kiranyaz, Moncef Gabbouj
2016	J	`jnl`	Limited random walk algorithm for big graph data clustering. J. Big Data Honglei Zhang, Jenni Raitoharju, Serkan Kiranyaz, Moncef Gabbouj
2016	—	`conf`	Maximum margin binary classifiers using intrinsic and penalty graphs. EUSIPCO Berkay Kicanaoglu, Alexandros Iosifidis, Moncef Gabbouj
2016	—	`conf`	Motion hints compensated prediction as a reference frame for high efficiency video coding (HEVC). EUSIPCO Ashek Ahmmed, Miska M. Hannuksela, Moncef Gabbouj
2016	J	`jnl`	Multi-class Support Vector Machine classifiers using intrinsic and penalty graphs. Pattern Recognit. Alexandros Iosifidis, Moncef Gabbouj
2016	—	`conf`	Multi-modal subspace learning with dropout regularization for cross-modal recognition and retrieval. IPTA Guanqun Cao, Muhammad-Adeel Waris, Alexandros Iosifidis, Moncef Gabbouj
2016	J	`jnl`	New R-D Optimization Criterion for Fast Mode Decision Algorithms in Video Coding and Transrating. IEEE Trans. Circuits Syst. Video Technol. Alireza Aminlou, Mahmoud Reza Hashemi, Moncef Gabbouj, Bing Zeng, Omid Fatemi
2016	J	`jnl`	Nyström-based approximate kernel subspace learning. Pattern Recognit. Alexandros Iosifidis, Moncef Gabbouj
2016	B	`conf`	Object proposals using CNN-based edge filtering. ICPR Muhammad-Adeel Waris, Alexandros Iosifidis, Moncef Gabbouj
2016	J	`jnl`	Outlier Edge Detection Using Random Graph Generation Models and Applications. CoRR Honglei Zhang, Serkan Kiranyaz, Moncef Gabbouj
2016	J	`jnl`	Probabilistic Saliency Estimation. CoRR Çaglar Aytekin, Alexandros Iosifidis, Moncef Gabbouj
2016	—	`conf`	Prototype-based class-specific nonlinear subspace learning for large-scale face verification. IPTA Alexandros Iosifidis, Moncef Gabbouj
2016	J	`jnl`	Real-Time Motor Fault Detection by 1-D Convolutional Neural Networks. IEEE Trans. Ind. Electron. Turker Ince, Serkan Kiranyaz, Levent Eren, Murat Askar, Moncef Gabbouj
2016	J	`jnl`	Real-Time Patient-Specific ECG Classification by 1-D Convolutional Neural Networks. IEEE Trans. Biomed. Eng. Serkan Kiranyaz, Turker Ince, Moncef Gabbouj
2016	B	`conf`	Salient object segmentation based on linearly combined affinity graphs. ICPR Çaglar Aytekin, Alexandros Iosifidis, Serkan Kiranyaz, Moncef Gabbouj
2016	J	`jnl`	Scaling Up Class-Specific Kernel Discriminant Analysis for Large-Scale Face Verification. IEEE Trans. Inf. Forensics Secur. Alexandros Iosifidis, Moncef Gabbouj
2016	—	`conf`	Self-organizing binary encoding for Approximate Nearest Neighbor search. EUSIPCO Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj, Xiaohua Hu
2016	C	`conf`	Standard-Compliant Multiview Video Coding and Streaming for Virtual Reality Applications. ISM Kashyap Kammachi Sreedhar, Alireza Aminlou, Miska M. Hannuksela, Moncef Gabbouj
2016	Misc	`conf`	Supervised subspace learning based on deep randomized networks. ICASSP Alexandros Iosifidis, Moncef Gabbouj
2016	J	`jnl`	Training Radial Basis Function Neural Networks for Classification via Class-Specific Clustering. IEEE Trans. Neural Networks Learn. Syst. Jenni Raitoharju, Serkan Kiranyaz, Moncef Gabbouj
2016	J	`jnl`	Video Ladder Networks. CoRR Francesco Cricri, Xingyang Ni, Mikko Honkala, Emre Aksu, Moncef Gabbouj
2016	J	`jnl`	View upsampling optimization for mixed resolution 3D video coding. Multidimens. Syst. Signal Process. Michal Joachimiak, Miska M. Hannuksela, Moncef Gabbouj
2016	C	`conf`	Viewport-Adaptive Encoding and Streaming of 360-Degree Video for Virtual Reality Applications. ISM Kashyap Kammachi Sreedhar, Alireza Aminlou, Miska M. Hannuksela, Moncef Gabbouj
2015	—	`conf`	A Bayesian approach for extreme learning machine-based subspace learning. EUSIPCO Alexandros Iosifidis, Moncef Gabbouj
2015	—	`conf`	A Paradigm for Dynamic Adaptive Streaming over HTTP for Multi-view Video. PCM (2) Jimin Xiao, Miska M. Hannuksela, Tammam Tillo, Moncef Gabbouj
2015	J	`jnl`	Adaptive sampling for compressed sensing based image compression. J. Vis. Commun. Image Represent. Shuyuan Zhu, Bing Zeng, Moncef Gabbouj
2015	J	`jnl`	An Efficient Adaptive Binary Range Coder and Its VLSI Architecture. IEEE Trans. Circuits Syst. Video Technol. Evgeny Belyaev, Kai Liu, Moncef Gabbouj, Yunsong Li
2015	—	`conf`	Automated super-voxel based features classification of urban environments by integrating 3D point cloud and image content. ICSIPA Pouria Babahajiani, Lixin Fan, Joni-Kristian Kamarainen, Moncef Gabbouj
2015	—	`conf`	Class-Specific Nonlinear Projections Using Class-Specific Kernel Spaces. TrustCom/BigDataSE/ISPA (2) Alexandros Iosifidis, Moncef Gabbouj, Petri Pekki
2015	J	`jnl`	Constrained Directed Graph Clustering and Segmentation Propagation for Multiple Foregrounds Cosegmentation. IEEE Trans. Circuits Syst. Video Technol. Fanman Meng, Hongliang Li, Shuyuan Zhu, Bing Luo, Chao Huang, Bing Zeng, Moncef Gabbouj
2015	—	`conf`	Convolutional Neural Networks for patient-specific ECG classification. EMBC Serkan Kiranyaz, Turker Ince, Ridha Hamila, Moncef Gabbouj
2015	J	`jnl`	Epileptic Seizure Classification of EEG Time-Series Using Rational Discrete Short-Time Fourier Transform. IEEE Trans. Biomed. Eng. Kaveh Samiee, Péter Kovács, Moncef Gabbouj
2015	—	`conf`	Existence and Synthesis of Complex Hopfield Type Associative Memories. IWANN (2) Garimella Rama Murthy, Moncef Gabbouj
2015	A	`conf`	Image interpolation based on non-local geometric similarities. ICME Shuyuan Zhu, Bing Zeng, Guanghui Liu, Liaoyuan Zeng, Lu Fang, Moncef Gabbouj
2015	J	`jnl`	Long-term epileptic EEG classification via 2D mapping and textural features. Expert Syst. Appl. Kaveh Samiee, Serkan Kiranyaz, Moncef Gabbouj, Tapio Saramäki
2015	—	`conf`	M-PCA Binary Embedding for Approximate Nearest Neighbor Search. TrustCom/BigDataSE/ISPA (2) Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj
2015	J	`jnl`	On the Dynamics of a Recurrent Hopfield Network. CoRR Garimella Rama Murthy, Berkay Kicanaoglu, Moncef Gabbouj
2015	B	`conf`	On the design of Hopfield Neural Networks: Synthesis of hopfield type associative memories. IJCNN Garimella Rama Murthy, Moncef Gabbouj
2015	B	`conf`	On the dynamics of a Recurrent Hopfield Network. IJCNN Rama Murthy Garimella, Berkay Kicanaoglu, Moncef Gabbouj
2015	J	`jnl`	On the kernel Extreme Learning Machine speedup. Pattern Recognit. Lett. Alexandros Iosifidis, Moncef Gabbouj
2015	—	`conf`	Parralelization of non-linear & non-Gaussian Bayesian state estimators (Particle filters). EUSIPCO Amin Jarrah, Mohsin M. Jamali, Seyyed Soheil Sadat Hosseini, Jaakko Astola, Moncef Gabbouj
2015	—	`conf`	Perception aware coding of stereoscopic video. IC3D Maryam Homayouni, Payman Aflaki, Miska M. Hannuksela, Moncef Gabbouj
2015	—	`conf`	Perceptually adaptive filtering for stereoscopic video compression. IC3D Maryam Homayouni, Payman Aflaki, Miska M. Hannuksela, Moncef Gabbouj
2015	J	`jnl`	Robust Vehicle-to-Infrastructure Video Transmission for Road Surveillance Applications. IEEE Trans. Veh. Technol. Evgeny Belyaev, Alexey V. Vinel, Adam Surak, Moncef Gabbouj, Magnus Jonsson, Karen O. Egiazarian
2015	J	`jnl`	Scalable Bit Allocation Between Texture and Depth Views for 3-D Video Streaming Over Heterogeneous Networks. IEEE Trans. Circuits Syst. Video Technol. Jimin Xiao, Miska M. Hannuksela, Tammam Tillo, Moncef Gabbouj, Ce Zhu, Yao Zhao
2015	J	`jnl`	ShakeMe: Key Generation From Shared Motion. CoRR Hidir Yuzuguzel, Jari Niemi, Serkan Kiranyaz, Moncef Gabbouj, Thomas Heinz
2015	—	`conf`	ShakeMe: Key Generation from Shared Motion. CIT/IUCC/DASC/PICom Hidir Yuzuguzel, Jari Niemi, Serkan Kiranyaz, Moncef Gabbouj, Thomas Heinz
2015	—	`conf`	Sleep stage classification using sparse rational decomposition of single channel EEG records. EUSIPCO Kaveh Samiee, Péter Kovács, Serkan Kiranyaz, Moncef Gabbouj, Tapio Saramäki
2015	J	`jnl`	Subjective quality assessment of asymmetric stereoscopic 3D video. Signal Image Video Process. Payman Aflaki, Miska M. Hannuksela, Moncef Gabbouj
2015	—	`conf`	The class of generalized hampel filters. EUSIPCO Ronald K. Pearson, Yrjö Neuvo, Jaakko Astola, Moncef Gabbouj
2015	B	`conf`	Upsampled-view distortion optimization for mixed resolution 3D Video Coding. ICIP Michal Joachimiak, Miska M. Hannuksela, Payman Aflaki, Moncef Gabbouj
2015	—	`conf`	View Synthesis with Kinect-Based Tracking for Motion Parallax Depth Cue on a 2D Display. CORES Michal Joachimiak, Mikolaj Wasielica, Piotr Skrzypczynski, Janusz Sobecki, Moncef Gabbouj
2015	B	`conf`	Visual saliency by extended quantum cuts. ICIP Çaglar Aytekin, Ezgi Can Ozan, Serkan Kiranyaz, Moncef Gabbouj
2014	—	`conf`	Adaptive DCT based depth map resampling for depth enhanced multiview video coding. 3DTV-Conference Maryam Homayouni, Payman Aflaki, Moncef Gabbouj
2014	C	`conf`	Adaptive Spatial Resolution Selection for Stereoscopic Video Compression with MV-HEVC: A Frequency Based Approach. ISM Payman Aflaki, Miska M. Hannuksela, Moncef Gabbouj
2014	C	`conf`	Adaptive reweighted compressed sensing for image compression. ISCAS Shuyuan Zhu, Bing Zeng, Moncef Gabbouj
2014	A	`conf`	Adaptive sampling for compressed sensing based image compression. ICME Shuyuan Zhu, Bing Zeng, Moncef Gabbouj
2014	J	`jnl`	Analytical model in discrete time for cross-layer video communication over LTE. Autom. Control. Comput. Sci. Tatiana Efimushkina, Moncef Gabbouj, K. Samuylov
2014	—	`conf`	Asymmetrie luminance based filtering for stereoscopic video compression. IC3D Maryam Homayouni, Payman Aflaki, Miska M. Hannuksela, Moncef Gabbouj
2014	B	`conf`	Automatic Object Segmentation by Quantum Cuts. ICPR Çaglar Aytekin, Serkan Kiranyaz, Moncef Gabbouj
2014	B	`conf`	Backward compatible enhancement of chroma format in HEVC. ICIP Döne Bugdayci Sansli, Kemal Ugur, Miska M. Hannuksela, Moncef Gabbouj
2014	—	`conf`	Balance learning to rank in big data. EUSIPCO Guanqun Cao, Iftikhar Ahmad, Honglei Zhang, Weiyi Xie, Moncef Gabbouj
2014	—	`conf`	Cardinal sparse partial least square feature selection and its application in face recognition. EUSIPCO Honglei Zhang, Serkan Kiranyaz, Moncef Gabbouj
2014	C	`conf`	Content adaptive depth map resampling scheme in multiview video plus depth. ISCAS Maryam Homayouni, Alireza Aminlou, Payman Aflaki, Moncef Gabbouj
2014	—	`conf`	Depth-aware 3D video filtering targetting multiview video plus depth compression. 3DTV-Conference Payman Aflaki, Miska M. Hannuksela, Maryam Homayouni, Moncef Gabbouj
2014	J	`jnl`	Differential Coding Using Enhanced Inter-Layer Reference Picture for the Scalable Extension of H.265/HEVC Video Codec. IEEE Trans. Circuits Syst. Video Technol. Alireza Aminlou, Jani Lainema, Kemal Ugur, Miska M. Hannuksela, Moncef Gabbouj
2014	B	`conf`	Downward spatially-scalable image reconstruction based on compressed sensing. ICIP Shuyuan Zhu, Bing Zeng, Lu Fang, Moncef Gabbouj
2014	J	`jnl`	Evaluating the performance of artificial neural networks for the classification of freshwater benthic macroinvertebrates. Ecol. Informatics Henry Joutsijoki, Kristian Meissner, Moncef Gabbouj, Serkan Kiranyaz, Jenni Raitoharju, Johanna Ärje, Salme Kärkkäinen, Ville Tirronen, Tuomas Turpeinen, Martti Juhola
2014	—	`conf`	Evaluation of Depth-Based Super Resolution on Compressed Mixed Resolution 3D Video. ACCV Workshops (1) Michal Joachimiak, Payman Aflaki, Miska M. Hannuksela, Moncef Gabbouj
2014	—	`conf`	Evolutionary feature synthesis by multi-dimensional particle swarm optimization. EUVIP Jenni Raitoharju, Serkan Kiranyaz, Moncef Gabbouj
2014	Misc	`conf`	Flexible depth map spatial resolution in depth-enhanced multiview video coding. ICASSP Payman Aflaki, Miska M. Hannuksela, Moncef Gabbouj
2014	A	`conf`	Hierarchical modeling of F0 contours for voice conversion. INTERSPEECH Gerard Sanchez, Hanna Silén, Jani Nurminen, Moncef Gabbouj
2014	C	`conf`	Improved weighted prediction based color gamut scalability in SHVC. VCIP Döne Bugdayci Sansli, Alireza Aminlou, Kemal Ugur, Miska M. Hannuksela, Moncef Gabbouj
2014	B	`conf`	Incremental Learning with Support Vector Data Description. ICPR Weiyi Xie, Stefan Uhlmann, Serkan Kiranyaz, Moncef Gabbouj
2014	J	`jnl`	Instance based personalized multi-form image browsing and retrieval. Multim. Tools Appl. Esin Guldogan, Thomas Olsson, Else Lagerstam, Moncef Gabbouj
2014	—	`conf`	Inter view motion vector prediction in multiview HEVC. 3DTV-Conference Döne Bugdayci Sansli, Kemal Ugur, Miska M. Hannuksela, Moncef Gabbouj
2014	C	`conf`	Joint depth and texture filtering targeting MVD compression. VCIP Payman Aflaki, Miska M. Hannuksela, Maryam Homayouni, Moncef Gabbouj
2014	—	`book`	Multidimensional Particle Swarm Optimization for Machine Learning and Pattern Recognition. Serkan Kiranyaz, Turker Ince, Moncef Gabbouj
2014	J	`jnl`	Multimodal extraction of events and of information about the recording activity in user generated videos. Multim. Tools Appl. Francesco Cricri, Kostadin Dabov, Igor D. D. Curcio, Sujeet Mate, Moncef Gabbouj
2014	C	`conf`	No reference image quality metric via distortion identification and multi-channel label transfer. ISCAS Qingbo Wu, Hongliang Li, King N. Ngan, Bing Zeng, Moncef Gabbouj
2014	J	`jnl`	Noise-Robust Texture Description Using Local Contrast Patterns via Global Measures. IEEE Signal Process. Lett. Tiecheng Song, Hongliang Li, Fanman Meng, Qingbo Wu, Bing Luo, Bing Zeng, Moncef Gabbouj
2014	—	`conf`	Object Recognition in 3D Point Cloud of Urban Street Scene. ACCV Workshops (1) Pouria Babahajiani, Lixin Fan, Moncef Gabbouj
2014	Misc	`conf`	On application of rational Discrete Short Time Fourier Transform in epileptic seizure classification. ICASSP Péter Kovács, Kaveh Samiee, Moncef Gabbouj
2014	J	`jnl`	Perceptual Encryption of H.264 Videos: Embedding Sign-Flips Into the Integer-Based Transforms. IEEE Trans. Inf. Forensics Secur. Bing Zeng, Jeff Siu-Kei Au-Yeung, Shuyuan Zhu, Moncef Gabbouj
2014	—	`conf`	Row-interleaved sampling for stereoscopic video coding targeting polarized displays. IC3D Payman Aflaki, Maryam Homayouni, Miska M. Hannuksela, Moncef Gabbouj
2014	C	`conf`	Salient Event Detection in Basketball Mobile Videos. ISM Francesco Cricri, Sujeet Mate, Igor D. D. Curcio, Moncef Gabbouj
2014	J	`jnl`	Semi-Supervised Learning for Ill-Posed Polarimetric SAR Classification. Remote. Sens. Stefan Uhlmann, Serkan Kiranyaz, Moncef Gabbouj
2014	J	`jnl`	Simultaneous 2D and 3D perception for stereoscopic displays based on polarized or active shutter glasses. J. Vis. Commun. Image Represent. Payman Aflaki, Miska M. Hannuksela, Hamed Sarbolandi, Moncef Gabbouj
2014	J	`jnl`	Sport Type Classification of Mobile Videos. IEEE Trans. Multim. Francesco Cricri, Mikko J. Roininen, Jussi Leppänen, Sujeet Mate, Igor D. D. Curcio, Stefan Uhlmann, Moncef Gabbouj
2014	C	`conf`	Texture classification using joint statistical representation in space-frequency domain with local quantized patterns. ISCAS Tiecheng Song, Hongliang Li, Bing Zeng, Moncef Gabbouj
2014	—	`conf`	Tut MUVIS image retrieval system proposal for MSR-Bing challenge 2014. ICME Workshops Jenni Raitoharju, Honglei Zhang, Ezgi Can Ozan, Muhammad-Adeel Waris, Muhammad Faisal, Guanqun Cao, Mikko Roininen, Iftikhar Ahmad, Ranjeeth Shetty, Stefan Uhlmann, Kaveh Samiee, Serkan Kiranyaz, Moncef Gabbouj
2014	—	`conf`	View synthesis quality mapping for depth-based super resolution on mixed resolution 3D video. 3DTV-Conference Michal Joachimiak, Miska M. Hannuksela, Moncef Gabbouj
2014	Misc	`conf`	Weighted-prediction-based color gamut scalability extension for the H.265/HEVC video codec. ICASSP Alireza Aminlou, Kemal Ugur, Miska M. Hannuksela, Moncef Gabbouj
2014	—	`conf`	Who is the Hero? - Semi-supervised Person Re-identification in Videos. VISAPP (2) Umar Iqbal, Igor D. D. Curcio, Moncef Gabbouj
2013	J	`jnl`	A Low-Complexity Bit-Plane Entropy Coding and Rate Control for 3-D DWT Based Video Coding. IEEE Trans. Multim. Evgeniy Belyaev, Karen O. Egiazarian, Moncef Gabbouj
2013	J	`jnl`	A Low-Complexity Joint Source-Channel Videocoding for 3-D DWT Codec. J. Commun. Evgeny Belyaev, Karen O. Egiazarian, Moncef Gabbouj, Kai Liu
2013	—	`conf`	A new rate distortion model for multi-view/3D video coding. ICME Workshops Hoda Roodaki, Zahra Iravani, Mahmoud Reza Hashemi, Shervin Shirmohammadi, Moncef Gabbouj
2013	C	`conf`	A real-time simulcast multi-view wavelet video coding based on skipping of spatial subbands. ISPA Evgeny Belyaev, Karen O. Egiazarian, Moncef Gabbouj
2013	J	`jnl`	An Efficient Adaptive Binary Arithmetic Coder With Low Memory Requirement. IEEE J. Sel. Top. Signal Process. Evgeniy Belyaev, Andrey M. Turlikov, Karen O. Egiazarian, Moncef Gabbouj
2013	—	`conf`	Analysis of textural features for face biometric anti-spoofing. EUSIPCO Muhammad-Adeel Waris, Honglei Zhang, Iftikhar Ahmad, Serkan Kiranyaz, Moncef Gabbouj
2013	—	`conf`	Automatic object extraction based on quantum mechanics. SIU Çaglar Aytekin, Serkan Kiranyaz, Moncef Gabbouj
2013	J	`jnl`	Client-Driven Joint Cache Management and Rate Adaptation for Dynamic Adaptive Streaming over HTTP. Int. J. Digit. Multim. Broadcast. Chenghao Liu, Miska M. Hannuksela, Moncef Gabbouj
2013	B	`conf`	Coding of mixed-resolution multiview video in 3D video application. ICIP Payman Aflaki, Wenyi Su, Michal Joachimiak, Dmytro Rusanovskyy, Miska M. Hannuksela, Houqiang Li, Moncef Gabbouj
2013	—	`conf`	Complete processing chain for 3D video generation using Kinect sensor. IC3D Michal Joachimiak, Miska M. Hannuksela, Moncef Gabbouj
2013	B	`conf`	Efficient video resolution adaptation using scalable H.265/HEVC. ICIP Hoda Roodaki, Kemal Ugur, Miska M. Hannuksela, Moncef Gabbouj
2013	C	`conf`	Evaluation of detailed modeling of the LP residual in statistical speech synthesis. ISCAS Jani Nurminen, Hanna Silén, Elina Helander, Moncef Gabbouj
2013	C	`conf`	Flexible Coding Order for 3D video extension of H.265/HEVC. PCS Srikanth Gopalakrishna, Miska M. Hannuksela, Moncef Gabbouj
2013	—	`conf`	Hyperbolic particle swarm optimization with application in rational identification. EUSIPCO Péter Kovács, Serkan Kiranyaz, Moncef Gabbouj
2013	Misc	`conf`	Intra prediction mode coding for scalable HEVC. ICASSP Döne Bugdayci, M. Oguz Bici, Kemal Ugur, Moncef Gabbouj
2013	—	`conf`	Machine learning tools for content-based search in large multimedia databases. IC3INA Moncef Gabbouj
2013	A	`conf`	Multi-sensor fusion for sport genre classification of user generated mobile videos. ICME Francesco Cricri, Mikko Roininen, Sujeet Mate, Jussi Leppänen, Igor D. D. Curcio, Moncef Gabbouj
2013	J	`jnl`	Multiview-Video-Plus-Depth Coding Based on the Advanced Video Coding Standard. IEEE Trans. Image Process. Miska M. Hannuksela, Dmytro Rusanovskyy, Wenyi Su, Lulu Chen, Ri Li, Payman Aflaki, Deyan Lan, Michal Joachimiak, Houqiang Li, Moncef Gabbouj
2013	J	`jnl`	Nonlinear Depth Map Resampling for Depth-Enhanced 3-D Video Coding. IEEE Signal Process. Lett. Payman Aflaki, Miska M. Hannuksela, Dmytro Rusanovskyy, Moncef Gabbouj
2013	C	`conf`	Polarimetric SAR classification using visual color features extracted over pseudo color images. IGARSS Stefan Uhlmann, Serkan Kiranyaz, Moncef Gabbouj
2013	B	`conf`	Quantum mechanics in computer vision: Automatic object extraction. ICIP Çaglar Aytekin, Serkan Kiranyaz, Moncef Gabbouj
2013	—	`conf`	Rate-distortion based reversible watermarking for JPEG images with quality factors selection. EUVIP Tatiana Efimushkina, Karen O. Egiazarian, Moncef Gabbouj
2013	Misc	`conf`	Reduced-complexity binary search for Doppler estimation in GNSS receivers. ACSSC Baharak Soltanian, Murat Demirtas, Moncef Gabbouj
2013	—	`conf`	Rendering stereoscopic video for simultaneous 2D and 3D presentation. 3DTV-Conference Payman Aflaki, Miska M. Hannuksela, Hamed Sarbolandi, Moncef Gabbouj
2013	—	`conf`	Semantic Parsing of Street Scene Images Using 3D LiDAR Point Cloud. ICCV Workshops Pouria Babahajiani, Lixin Fan, Moncef Gabbouj
2013	J	`jnl`	Sparse/DCT (S/DCT) Two-Layered Representation of Prediction Residuals for Video Coding. IEEE Trans. Image Process. Je-Won Kang, Moncef Gabbouj, C.-C. Jay Kuo
2013	A	`conf`	Speaker-specific retraining for enhanced compression of unit selection text-to-speech databases. INTERSPEECH Jani Nurminen, Hanna Silén, Moncef Gabbouj
2013	Misc	`conf`	Supervised model training for overlapping sound events based on unsupervised source separation. ICASSP Toni Heittola, Annamaria Mesaros, Tuomas Virtanen, Moncef Gabbouj
2013	—	`conf`	The 2013 face recognition evaluation in mobile environment. ICB Manuel Günther, Artur Costa-Pazo, Changxing Ding, Elhocine Boutellaa, Giovani Chiachia, Honglei Zhang, Marcus A. Angeloni, Vitomir Struc, Elie Khoury, Esteban Vázquez-Fernández, Dacheng Tao, Messaoud Bengherabi, David D. Cox, Serkan Kiranyaz, Tiago de Freitas Pereira, Jerneja Zganec-Gros, Enrique Argones-Rúa, Nicolas Pinto, Moncef Gabbouj, Flávio Olmos Simões, Simon Dobrisek, Daniel González-Jiménez, Anderson Rocha, Mário Uliani Neto, Nikola Pavesic, Alexandre Xavier Falcão, Ricardo P. V. Violato, Sébastien Marcel
2013	—	`conf`	The 2nd competition on counter measures to 2D face spoofing attacks. ICB Ivana Chingovska, J. Yang, Zhen Lei, Dong Yi, Stan Z. Li, Olga Kähm, Christian Glaser, Naser Damer, Arjan Kuijper, Alexander Nouak, Jukka Komulainen, Tiago Freitas Pereira, Shubham Gupta, Shubham Khandelwal, Shubham Bansal, Ayush K. Rai, Tarun Krishna, Dushyant Goyal, Muhammad-Adeel Waris, Honglei Zhang, Iftikhar Ahmad, Serkan Kiranyaz, Moncef Gabbouj, Roberto Tronci, Maurizio Pili, Nicola Sirena, Fabio Roli, Javier Galbally, Julian Fiérrez, Allan da Silva Pinto, Hélio Pedrini, W. S. Schwartz, Anderson Rocha, André Anjos, Sébastien Marcel
2013	—	`conf`	Unpaired Multiview Video plus Depth compression. DSP Payman Aflaki, Moncef Gabbouj, Dmytro Rusanovskyy, Miska M. Hannuksela
2013	—	`conf`	Video transmission over IEEE 802.11p: Real-world measurements. ICC Workshops Alexey V. Vinel, Evgeny Belyaev, Olivier Lamotte, Moncef Gabbouj, Yevgeni Koucheryavy, Karen O. Egiazarian
2013	A	`conf`	Voice conversion for non-parallel datasets using dynamic kernel partial least squares regression. INTERSPEECH Hanna Silén, Jani Nurminen, Elina Helander, Moncef Gabbouj
2012	A	`conf`	A Two-Piece R-D Model for Hybrid Video Coding and Its Application in Fast Mode Decision. ICME Alireza Aminlou, Hana Fahim-Hashemi, Mahmoud Reza Hashemi, Moncef Gabbouj, Omid Fatemi
2012	J	`jnl`	An Improved Method of Detecting Edge Direction for Spatial Error Concealment. J. Multim. Yan Zhao, Hexin Chen, Shigang Wang, Moncef Gabbouj
2012	B	`conf`	An efficient multiplication-free and look-up table-free adaptive binary arithmetic coder. ICIP Evgeniy Belyaev, Andrey M. Turlikov, Karen O. Egiazarian, Moncef Gabbouj
2012	J	`jnl`	An evolutionary feature synthesis approach for content-based audio retrieval. EURASIP J. Audio Speech Music. Process. Toni Mäkinen, Serkan Kiranyaz, Jenni Raitoharju, Moncef Gabbouj
2012	—	`conf`	Calibration of the Marschner-Lobb Signal on CC, BCC, and FCC Lattices. EuroVis (Short Papers) Viktor Vad, Balázs Csébfalvi, Moncef Gabbouj
2012	C	`conf`	Complexity analysis of next-generation HEVC decoder. ISCAS Marko Viitanen, Jarno Vanne, Timo D. Hämäläinen, Moncef Gabbouj, Jani Lainema
2012	—	`conf`	Cross-asymmetric mixed-resolution 3D video compression. 3DTV-Conference Payman Aflaki, Miska M. Hannuksela, Maryam Homayouni, Moncef Gabbouj
2012	J	`jnl`	Dynamic and scalable audio classification by collective network of binary classifiers framework: An evolutionary approach. Neural Networks Serkan Kiranyaz, Toni Mäkinen, Moncef Gabbouj
2012	J	`jnl`	Evolutionary RBF classifier for polarimetric SAR images. Expert Syst. Appl. Turker Ince, Serkan Kiranyaz, Moncef Gabbouj
2012	—	`conf`	Evolutionary feature generation for content-based audio classification and retrieval. EUSIPCO Toni Mäkinen, Serkan Kiranyaz, Jenni Pulkkinen, Moncef Gabbouj
2012	—	`conf`	Frequency based adaptive spatial resolution selection for 3D video coding. EUSIPCO Payman Aflaki, Dmytro Rusanovskyy, Miska M. Hannuksela, Moncef Gabbouj
2012	J	`jnl`	LDPC FEC Code Extension for Unequal Error Protection in DVB-T2 System: Design and Evaluation. Int. J. Digit. Multim. Broadcast. Lukasz Kondrad, Imed Bouazizi, Moncef Gabbouj
2012	Misc	`conf`	Local linear transformation for voice conversion. ICASSP Victor Popa, Hanna Silén, Jani Nurminen, Moncef Gabbouj
2012	—	`conf`	Low complexity bit-plane entropy coding for 3-D DWT-based video compression. Multimedia on Mobile Devices / Multimedia Content Access: Algorithms and Systems Eugeniy Belyaev, Karen O. Egiazarian, Moncef Gabbouj
2012	J	`jnl`	Multimodal Semantics Extraction from User-Generated Videos. Adv. Multim. Francesco Cricri, Kostadin Dabov, Mikko Roininen, Sujeet Mate, Igor D. D. Curcio, Moncef Gabbouj
2012	—	`conf`	Multiview 3D video denoising in sliding 3D DCT domain. EUSIPCO Michal Joachimiak, Dmytro Rusanovskyy, Miska M. Hannuksela, Moncef Gabbouj
2012	J	`jnl`	Rate adaptation for dynamic adaptive streaming over HTTP in content distribution network. Signal Process. Image Commun. Chenghao Liu, Imed Bouazizi, Miska M. Hannuksela, Moncef Gabbouj
2012	—	`conf`	Robust scene classification by Gist with angular radial partitioning. ISCCSP Wei Liu, Serkan Kiranyaz, Moncef Gabbouj
2012	—	`conf`	Scalable Content-Based Classification and Retrieval Framework for Dynamic Commercial Image Databases. NDT (1) Serkan Kiranyaz, Turker Ince, Moncef Gabbouj
2012	B	`conf`	Sensor-Based Analysis of User Generated Video for Multi-camera Video Remixing. MMM Francesco Cricri, Igor D. D. Curcio, Sujeet Mate, Kostadin Dabov, Moncef Gabbouj
2012	C	`conf`	Texture denoising utilized in depth-enhanced multiview video coding. PCS Payman Aflaki, Dmytro Rusanovskyy, Timo Utriainen, Emilia Pesonen, Miska M. Hannuksela, Satu Jumisko-Pyykkö, Moncef Gabbouj
2012	J	`jnl`	Voice Conversion Using Dynamic Kernel Partial Least Squares Regression. IEEE Trans. Speech Audio Process. Elina Helander, Hanna Silén, Tuomas Virtanen, Moncef Gabbouj
2012	A	`conf`	Ways to Implement Global Variance in Statistical Speech Synthesis. INTERSPEECH Hanna Silén, Elina Helander, Jani Nurminen, Moncef Gabbouj
2012	J	`jnl`	Zero-Quantized Inter DCT Coefficient Prediction for Real-Time Video Coding. IEEE Trans. Circuits Syst. Video Technol. Jin Li, Moncef Gabbouj, Jarmo Takala
2011	J	`jnl`	A Study of Bilinear Models in Voice Conversion. J. Signal Inf. Process. Victor Popa, Jani Nurminen, Moncef Gabbouj
2011	J	`jnl`	A generic content-based image retrieval framework for mobile devices. Multim. Tools Appl. Iftikhar Ahmad, Moncef Gabbouj
2011	C	`conf`	A region-dependent image matching method for image and video annotation. CBMI Golnaz Abdollahian, Murat Birinci, Fernando Díaz-de-María, Moncef Gabbouj, Edward J. Delp
2011	C	`conf`	Audiovisual video context recognition using SVM and genetic algorithm fusion rule weighting. CBMI Mikko Roininen, Esin Guldogan, Moncef Gabbouj
2011	J	`jnl`	Classification and retrieval on macroinvertebrate image databases. Comput. Biol. Medicine Serkan Kiranyaz, Turker Ince, Jenni Pulkkinen, Moncef Gabbouj, Johanna Ärje, Salme Kärkkäinen, Ville Tirronen, Martti Juhola, Tuomas Turpeinen, Kristian Meissner
2011	—	`conf`	Coding method for embedding audio in video stream. SiPS Harri Sorokin, Jari Koivusaari, Moncef Gabbouj, Jarmo Takala
2011	—	`conf`	Collective network of evolutionary binary classifiers for content-based image retrieval. EAIS Serkan Kiranyaz, Stefan Uhlmann, Jenni Pulkkinen, Moncef Gabbouj, Turker Ince
2011	—	`conf`	Content-based audio classification using collective network of binary classifiers. EAIS Toni Mäkinen, Serkan Kiranyaz, Moncef Gabbouj
2011	—	`conf`	Dynamic Queries with Relevance Feedback for Content Based Image Retrieval. HCI (1) Murat Birinci, Esin Guldogan, Moncef Gabbouj
2011	A	`conf`	Fast motion estimation with dual search window for stereo 3d video encoding. ICME Michal Joachimiak, Kemal Ugur, Jani Lainema, Moncef Gabbouj
2011	—	`conf`	Geo-Predictive error correction adaptation for broadcast services. ICUMT Vinod Kumar Malamal Vadakital, Miska M. Hannuksela, Igor D. D. Curcio, Moncef Gabbouj
2011	B	`conf`	Incremental evolution of collective network of binary classifier for polarimetric SAR image classification. ICIP Stefan Uhlmann, Serkan Kiranyaz, Moncef Gabbouj, Turker Ince
2011	C	`conf`	Joint adaptation of spatial resolution and sample value quantization for asymmetric stereoscopic video compression: A subjective study. ISPA Payman Aflaki, Miska M. Hannuksela, Jussi H. Hakala, Jukka Häkkinen, Moncef Gabbouj
2011	Misc	`conf`	Lossless audio hiding method for synchronous audio-video coding. ICASSP Weiwei Chen, Jin Li, Moncef Gabbouj, Jarmo Takala
2011	B	`conf`	Multi-dimensional evolutionary feature synthesis for content-based image retrieval. ICIP Serkan Kiranyaz, Jenni Pulkkinen, Turker Ince, Moncef Gabbouj
2011	J	`jnl`	Multi-dimensional particle swarm optimization in dynamic environments. Expert Syst. Appl. Serkan Kiranyaz, Jenni Pulkkinen, Moncef Gabbouj
2011	C	`conf`	Multimodal Event Detection in User Generated Videos. ISM Francesco Cricri, Kostadin Dabov, Igor D. D. Curcio, Sujeet Mate, Moncef Gabbouj
2011	B	`conf`	Parallel Adaptive HTTP Media Streaming. ICCCN Chenghao Liu, Imed Bouazizi, Moncef Gabbouj
2011	J	`jnl`	Personalized long-term ECG classification: A systematic approach. Expert Syst. Appl. Serkan Kiranyaz, Turker Ince, Jenni Pulkkinen, Moncef Gabbouj
2011	—	`conf`	Polarimetric SAR images classification using collective network of binary classifiers. JURSE Stefan Uhlmann, Serkan Kiranyaz, Moncef Gabbouj, Turker Ince
2011	A	`conf`	Prediction Signal Aided Spatially Varying Transform. ICME Cixun Zhang, Kemal Ugur, Jani Lainema, Antti Hallapuro, Moncef Gabbouj
2011	J	`jnl`	Prediction and Transmission Optimization of Video Guaranteeing a Bounded Zapping-Delay in DVB-H. IEEE Trans. Broadcast. Vinod Kumar Malamal Vadakital, Moncef Gabbouj
2011	A	`conf`	Prediction of Voice Aperiodicity Based on Spectral Representations in HMM Speech Synthesis. INTERSPEECH Hanna Silén, Elina Helander, Moncef Gabbouj
2011	Misc	`conf`	Prediction of discrete cosine transformed coefficients in resized pixel blocks. ICASSP Jin Li, Weiwei Chen, Moncef Gabbouj, Jarmo Takala, Hexin Chen
2011	A	`conf`	Rate adaptation for adaptive HTTP streaming. MMSys Chenghao Liu, Imed Bouazizi, Moncef Gabbouj
2011	—	`conf`	SAR imagery classification in extended feature space by Collective Network of Binary Classifiers. EUSIPCO Stefan Uhlmann, Serkan Kiranyaz, Turker Ince, Moncef Gabbouj
2011	A	`conf`	Segment duration for rate adaptation of adaptive HTTP streaming. ICME Chenghao Liu, Imed Bouazizi, Moncef Gabbouj
2011	J	`jnl`	Stochastic approximation driven particle swarm optimization with simultaneous perturbation - Who will guide the guide? Appl. Soft Comput. Serkan Kiranyaz, Turker Ince, Moncef Gabbouj
2011	—	`conf`	Study of asymmetric quality between code viewd in depthin-enhanced multiview video coding. IC3D Payman Aflaki, Dmytro Rusanovskyy, Timo Utriainen, Emilia Pesonen, Miska M. Hannuksela, Satu Jumisko-Pyykkö, Moncef Gabbouj
2011	J	`jnl`	Video Coding Using Spatially Varying Transform. IEEE Trans. Circuits Syst. Video Technol. Cixun Zhang, Kemal Ugur, Jani Lainema, Antti Hallapuro, Moncef Gabbouj
2010	—	`conf`	Adaptive image classification based on folksonomy. WIAMIS Esin Guldogan, Moncef Gabbouj
2010	—	`conf`	Advanced Rate Adaption for Unicast Streaming of Scalable Video. ICC Chenghao Liu, Imed Bouazizi, Moncef Gabbouj
2010	B	`conf`	Classification of Polarimetric SAR Images Using Evolutionary RBF Networks. ICPR Turker Ince, Serkan Kiranyaz, Moncef Gabbouj
2010	B	`conf`	Congestion-aware transmission rate control using Medium Grain Scalability of Scalable Video Coding. ICIP Miska M. Hannuksela, Haibo Zhu, Houqiang Li, Moncef Gabbouj
2010	J	`jnl`	Cross-Layer Optimization of DVB-T2 System for Mobile Services. Int. J. Digit. Multim. Broadcast. Lukasz Kondrad, Vinod Kumar Malamal Vadakital, Imed Bouazizi, Miika Tupala, Moncef Gabbouj
2010	A	`conf`	Depth-level-adaptive view synthesis for 3D video. ICME Ying Chen, Weixing Wan, Miska M. Hannuksela, Jun Zhang, Houqiang Li, Moncef Gabbouj
2010	—	`conf`	Dynamic Data Clustering Using Stochastic Approximation Driven Multi-Dimensional Particle Swarm Optimization. EvoApplications (1) Serkan Kiranyaz, Turker Ince, Moncef Gabbouj
2010	C	`conf`	Efficient SIMD-based implementation of adaptive filter. ISCAS Antti Hallapuro, Dmytro Rusanovskyy, Kemal Ugur, Jani Lainema, Moncef Gabbouj
2010	J	`jnl`	Evaluation of global and local training techniques over feed-forward neural network architecture spaces for computer-aided medical diagnosis. Expert Syst. Appl. Turker Ince, Serkan Kiranyaz, Jenni Pulkkinen, Moncef Gabbouj
2010	J	`jnl`	Fractional Particle Swarm Optimization in Multidimensional Search Space. IEEE Trans. Syst. Man Cybern. Part B Serkan Kiranyaz, Turker Ince, Alper Yildirim, Moncef Gabbouj
2010	—	`conf`	Improving image quality assessment with modeling visual attention. EUVIP Junyong You, Andrew Perkis, Moncef Gabbouj
2010	A	`conf`	LDPC FEC code extension for unequal error protection in 2nd generation DVB systems. ICME Lukasz Kondrad, Imed Bouazizi, Moncef Gabbouj
2010	A	`conf`	Maximum a posteriori voice conversion using sequential monte carlo methods. INTERSPEECH Elina Helander, Hanna Silén, Joaquín Míguez, Moncef Gabbouj
2010	A	`conf`	Multi-buffer based congestion control for multicast streaming of scalable video. ICME Chenghao Liu, Imed Bouazizi, Moncef Gabbouj
2010	—	`conf`	Multi-form hierarchical representation of image categories for browsing and retrieval. SMAP Esin Guldogan, Else Lagerstam, Thomas Olsson, Moncef Gabbouj
2010	B	`conf`	Network of evolutionary binary classifiers for classification and retrieval in macroinvertebrate databases. ICIP Serkan Kiranyaz, Moncef Gabbouj, Jenni Pulkkinen, Turker Ince, Kristian Meissner
2010	J	`jnl`	Perceptual color descriptor based on spatial distribution: A top-down approach. Image Vis. Comput. Serkan Kiranyaz, Murat Birinci, Moncef Gabbouj
2010	J	`jnl`	Perceptual-based quality assessment for audio-visual services: A survey. Signal Process. Image Commun. Junyong You, Ulrich Reiter, Miska M. Hannuksela, Moncef Gabbouj, Andrew Perkis
2010	B	`conf`	Subjective study on compressed asymmetric stereoscopic video. ICIP Payman Aflaki, Miska M. Hannuksela, Jukka Häkkinen, Paul Lindroos, Moncef Gabbouj
2010	J	`jnl`	System profiles in content-based image indexing and retrieval. Signal Image Video Process. Esin Guldogan, Moncef Gabbouj
2010	C	`conf`	Time-variable camera separation for compression of stereoscopic video. VCIP Maosheng Ji, Miska M. Hannuksela, Moncef Gabbouj, Houqiang Li
2010	A	`conf`	Using robust viterbi algorithm and HMM-modeling in unit selection TTS to replace units of poor quality. INTERSPEECH Hanna Silén, Elina Helander, Jani Nurminen, Konsta Koppinen, Moncef Gabbouj
2010	J	`jnl`	Voice Conversion Using Partial Least Squares Regression. IEEE Trans. Speech Audio Process. Elina Helander, Tuomas Virtanen, Jani Nurminen, Moncef Gabbouj
2009	J	`jnl`	A Generic and Robust System for Automated Patient-Specific Classification of ECG Signals. IEEE Trans. Biomed. Eng. Turker Ince, Serkan Kiranyaz, Moncef Gabbouj
2009	A	`conf`	A novel technique for voice conversion based on style and content decomposition with bilinear models. INTERSPEECH Victor Popa, Jani Nurminen, Moncef Gabbouj
2009	B	`conf`	Adaptive interpolation with flexible filter structures for video coding. ICIP Dmytro Rusanovskyy, Kemal Ugur, Moncef Gabbouj
2009	B	`conf`	An objective video quality metric based on spatiotemporal distortion. ICIP Junyong You, Miska M. Hannuksela, Moncef Gabbouj
2009	C	`conf`	Coding techniques in Multiview Video Coding and Joint Multiview Video Model. PCS Ying Chen, Miska M. Hannuksela, Ling Zhu, Antti Hallapuro, Moncef Gabbouj, Houqiang Li
2009	C	`conf`	Dominant Color Extraction Based on Dynamic Clustering by Multi-dimensional Particle Swarm Optimization. CBMI Serkan Kiranyaz, Stefan Uhlmann, Moncef Gabbouj
2009	—	`conf`	Dynamic feature weights with relevance feedback in content-based image retrieval. ISCIS Esin Guldogan, Moncef Gabbouj
2009	C	`conf`	Efficient hierarchical inter picture coding for H.264/AVC baseline profile. PCS Weixing Wan, Ying Chen, Ye-Kui Wang, Miska M. Hannuksela, Houqiang Li, Moncef Gabbouj
2009	J	`jnl`	Efficient implementation of adaptive interpolation filters for low complexity video coding. IEEE Trans. Consumer Electron. Kemal Ugur, Dmytro Rusanovskyy, Antti Hallapuro, Jani Lainema, Moncef Gabbouj
2009	J	`jnl`	Error Resilient Coding and Error Concealment in Scalable Video Coding. IEEE Trans. Circuits Syst. Video Technol. Yi Guo, Ying Chen, Ye-Kui Wang, Houqiang Li, Miska M. Hannuksela, Moncef Gabbouj
2009	J	`jnl`	Evolutionary artificial neural networks by multi-dimensional particle swarm optimization. Neural Networks Serkan Kiranyaz, Turker Ince, Alper Yildirim, Moncef Gabbouj
2009	J	`jnl`	Implementing Statistical Multiplexing in DVB-H. Int. J. Digit. Multim. Broadcast. Mehdi Rezaei, Imed Bouazizi, Moncef Gabbouj
2009	C	`conf`	Joint Texture and Depth Map Video Coding based on the Scalable Extension of H.264/AVC. ISCAS Siping Tao, Ying Chen, Miska M. Hannuksela, Ye-Kui Wang, Moncef Gabbouj, Houqiang Li
2009	C	`conf`	Low complexity algorithm for Spatially Varying Transforms. PCS Cixun Zhang, Kemal Ugur, Jani Lainema, Antti Hallapuro, Moncef Gabbouj
2009	C	`conf`	Media aware FEC for Ccalable Video Coding transmission. ISCC Lukasz Kondrad, Imed Bouazizi, Moncef Gabbouj
2009	—	`conf`	Merged inverse quantization and IDCT for optimized decoder implementation. EUSIPCO Jin Li, Moncef Gabbouj, Jarmo Takala, Hexin Chen
2009	C	`conf`	Mobile and Interactive Social Television - A virtual TV room. WOWMOM Francesco Cricri, Sujeet Mate, Igor D. D. Curcio, Moncef Gabbouj
2009	A	`conf`	Parameterization of vocal fry in HMM-based speech synthesis. INTERSPEECH Hanna Silén, Elina Helander, Jani Nurminen, Moncef Gabbouj
2009	J	`jnl`	Perceptual Dominant Color Extraction by Multidimensional Particle Swarm Optimization. EURASIP J. Adv. Signal Process. Serkan Kiranyaz, Stefan Uhlmann, Turker Ince, Moncef Gabbouj
2009	A*	`conf`	Perceptual quality assessment based on visual attention analysis. ACM Multimedia Junyong You, Andrew Perkis, Miska M. Hannuksela, Moncef Gabbouj
2009	C	`conf`	Regionally Adaptive Filtering for Asymmetric Stereoscopic Video Coding. ISCAS Ying Chen, Ye-Kui Wang, Moncef Gabbouj, Miska M. Hannuksela
2009	J	`jnl`	Statistical Time-Frequency Multiplexing of HD Video Traffic in DVB-T2. Int. J. Digit. Multim. Broadcast. Mehdi Rezaei, Imed Bouazizi, Moncef Gabbouj
2009	J	`jnl`	The Emerging MVC Standard for 3D Video Services. EURASIP J. Adv. Signal Process. Ying Chen, Ye-Kui Wang, Kemal Ugur, Miska M. Hannuksela, Jani Lainema, Moncef Gabbouj
2009	C	`conf`	Video Coding Using Spatially Varying Transform. PSIVT Cixun Zhang, Kemal Ugur, Jani Lainema, Moncef Gabbouj
2009	J	`jnl`	Video Coding With Low-Complexity Directional Adaptive Interpolation Filters. IEEE Trans. Circuits Syst. Video Technol. Dmytro Rusanovskyy, Kemal Ugur, Antti Hallapuro, Jani Lainema, Moncef Gabbouj
2009	Misc	`conf`	Video coding using Variable Block-Size Spatially Varying Transforms. ICASSP Cixun Zhang, Kemal Ugur, Jani Lainema, Moncef Gabbouj
2008	J	`jnl`	A Generic Shape/Texture Descriptor Over Multiscale Edge Field: 2-D Walking Ant Histogram. IEEE Trans. Image Process. Serkan Kiranyaz, Miguel Ferreira, Moncef Gabbouj
2008	Misc	`conf`	A detection algorithm for zero-quantized DCT coefficients in JPEG. ICASSP Jin Li, Jarmo Takala, Moncef Gabbouj, Hexin Chen
2008	Misc	`conf`	Efficient calculation of adaptive interpolation filter with distortion modelling. ICASSP Kemal Ugur, Dmytro Rusanovskyy, Moncef Gabbouj
2008	A	`conf`	Evaluation of Finnish unit selection and HMM-based speech synthesis. INTERSPEECH Hanna Silén, Elina Helander, Jani Nurminen, Moncef Gabbouj
2008	C	`conf`	Fast encoding algorithms for video coding with adaptive interpolation filters. MMSP Dmytro Rusanovskyy, Kemal Ugur, Moncef Gabbouj
2008	A	`conf`	Fast mode decision for adaptive prediction error coding. ICME Cixun Zhang, Kemal Ugur, Moncef Gabbouj
2008	J	`jnl`	Feature selection for content-based image retrieval. Signal Image Video Process. Esin Guldogan, Moncef Gabbouj
2008	C	`conf`	Frame loss error concealment for multiview video coding. ISCAS Shujie Liu, Ying Chen, Ye-Kui Wang, Moncef Gabbouj, Miska M. Hannuksela, Houqiang Li
2008	J	`jnl`	Hybrid Modeling of Intra-DCT Coefficients for Real-Time Video Encoding. EURASIP J. Image Video Process. Jin Li, Moncef Gabbouj, Jarmo Takala
2008	C	`conf`	Image color content description utilizing perceptual color correlogram. CBMI Murat Birinci, Serkan Kiranyaz, Moncef Gabbouj
2008	J	`jnl`	Joint Video Coding and Statistical Multiplexing for Broadcasting Over DVB-H Channels. IEEE Trans. Multim. Mehdi Rezaei, Imed Bouazizi, Moncef Gabbouj
2008	Misc	`conf`	LSF mapping for voice conversion with very small training sets. ICASSP Elina Helander, Jani Nurminen, Moncef Gabbouj
2008	A	`conf`	Laplacian modeling of DCT coefficients for real-time encoding. ICME Jin Li, Moncef Gabbouj, Jarmo Takala, Hexin Chen
2008	A	`conf`	Low-complexity asymmetric multiview video coding. ICME Ying Chen, Shujie Liu, Ye-Kui Wang, Miska M. Hannuksela, Houqiang Li, Moncef Gabbouj
2008	A	`conf`	On the impact of alignment on voice conversion performance. INTERSPEECH Elina Helander, Jan Schwarz, Jani Nurminen, Hanna Silén, Moncef Gabbouj
2008	B	`conf`	Picture-level adaptive filter for asymmetric stereoscopic video. ICIP Ying Chen, Ye-Kui Wang, Miska M. Hannuksela, Moncef Gabbouj
2008	B	`conf`	Seamless handover for mobile TV over DVB-H applications. MUM Lukasz Kondrad, Imed Bouazizi, Moncef Gabbouj
2008	J	`jnl`	Semi-Fuzzy Rate Controller for Variable Bit Rate Video. IEEE Trans. Circuits Syst. Video Technol. Mehdi Rezaei, Miska M. Hannuksela, Moncef Gabbouj
2008	A	`conf`	Single-loop decoding for multiview video coding. ICME Ying Chen, Ye-Kui Wang, Miska M. Hannuksela, Moncef Gabbouj
2008	B	`conf`	Unsupervised design of Artificial Neural Networks via multi-dimensional Particle Swarm Optimization. ICPR Serkan Kiranyaz, Turker Ince, Alper Yildirim, Moncef Gabbouj
2008	Misc	`conf`	Video coding using pruned transforms and interleaving of multiple block. ICASSP Cixun Zhang, Kemal Ugur, Jani Lainema, Antti Hallapuro, Moncef Gabbouj
2008	C	`conf`	Video coding with pixel-aligned directional adaptive interpolation filters. ISCAS Dmytro Rusanovskyy, Kemal Ugur, Moncef Gabbouj, Jani Lainema
2007	—	`conf`	A Directional Texture Descriptor via 2D Walking Ant Histogram. WIAMIS Serkan Kiranyaz, Miguel Ferreira, Moncef Gabbouj
2007	—	`conf`	A regionalized content-based image retrieval framework. EUSIPCO Stefan Uhlmann, Serkan Kiranyaz, Moncef Gabbouj
2007	—	`conf`	Adaptive Interpolation Filter with Flexible Symmetry for Coding High Resolution High Quality Video. ICASSP (1) Kemal Ugur, Jani Lainema, Moncef Gabbouj
2007	J	`jnl`	An Ordinal Co-occurrence Matrix Framework for Texture Retrieval. EURASIP J. Image Video Process. Mari Pauliina Partio, Bogdan Cramariuc, Moncef Gabbouj
2007	—	`conf`	An efficient approach for boundary based corner detection by maximizing bending ratio and curvature. ISSPA Serkan Kiranyaz, Hantao Liu, Miguel Ferreira, Moncef Gabbouj
2007	—	`conf`	Building a Finnish unit selection TTS system. SSW Hanna Silén, Elina Helander, Konsta Koppinen, Moncef Gabbouj
2007	—	`conf`	Fuzzy Joint Encoding and Statistical Multiplexing of Multiple Video Sources with Independent Quality of Services for Streaming over DVB-H. IIH-MSP Mehdi Rezaei, Imed Bouazizi, Moncef Gabbouj
2007	J	`jnl`	Hierarchical Cellular Tree: An Efficient Indexing Scheme for Content-Based Retrieval on Multimedia Databases. IEEE Trans. Multim. Serkan Kiranyaz, Moncef Gabbouj
2007	C	`conf`	Spatial and Temporal Adaptation of Interpolation Filter For Low Complexity Encoding/Decoding. MMSP Dmytro Rusanovskyy, Moncef Gabbouj, Kemal Ugur
2007	J	`jnl`	Tune-in Time Reduction in Video Streaming Over DVB-H. IEEE Trans. Broadcast. Mehdi Rezaei, Miska M. Hannuksela, Moncef Gabbouj
2006	J	`jnl`	A generic audio classification and segmentation approach for multimedia indexing and retrieval. IEEE Trans. Speech Audio Process. Serkan Kiranyaz, Ahmad Farooq Qureshi, Moncef Gabbouj
2006	J	`jnl`	Automatic Object Extraction Over Multiscale Edge Field for Multimedia Retrieval. IEEE Trans. Image Process. Serkan Kiranyaz, Miguel Ferreira, Moncef Gabbouj
2006	—	`conf`	Delay Constrained Fuzzy Rate Control for Video Streaming over DVB-H. IIH-MSP Mehdi Rezaei, Moncef Gabbouj, Imed Bouazizi
2006	—	`conf`	Dense optical flow field estimation using recursive LMS filtering. EUSIPCO Mejdi Trimeche, Marius Tico, Moncef Gabbouj
2006	—	`conf`	Fuzzy Rate Controller for Variable Bitrate Video in Mobile Applications. ICC Mehdi Rezaei, Alireza Akhbardeh, Miska M. Hannuksela, Moncef Gabbouj
2006	—	`conf`	Generating H.264/AVC Compliant Bitstreams for Lightweight Decoding Operation Suitable for Mobile Multimedia Systems. ICASSP (2) Kemal Ugur, Jani Lainema, Antti Hallapuro, Moncef Gabbouj
2006	—	`conf`	Low-Complexity Fuzzy Video Rate Controller for Streaming. ICASSP (2) Mehdi Rezaei, Miska M. Hannuksela, Moncef Gabbouj
2006	B	`conf`	Method for Unequal Error Protection in DVB-H for Mobile Television. PIMRC Vinod Kumar Malamal Vadakital, Miska M. Hannuksela, Mehdi Rezaei, Moncef Gabbouj
2006	—	`conf`	Multi-Scale Edge Detection and Object Extraction for Image Retrieval. ICASSP (2) Miguel Ferreira, Serkan Kiranyaz, Moncef Gabbouj
2006	J	`jnl`	Multimedia indexing and retrieval: ever great challenges. Multim. Tools Appl. Chabane Djeraba, Moncef Gabbouj, Patrick Bouthemy
2006	B	`conf`	Spliced Video and Buffering Considerations for Tune-In Time Minimization in DVB-H for Mobile TV. PIMRC Mehdi Rezaei, Miska M. Hannuksela, Vinod Kumar Malamal Vadakital, Moncef Gabbouj
2006	A	`conf`	Video Encoding and Splicing for Tune-in Time Reduction in IP Datacasting (IPDC) Over DVB-H. ICME Mehdi Rezaei, Miska M. Hannuksela, Moncef Gabbouj
2006	B	`conf`	Video Splicing and Fuzzy Rate Control in IP Multi-Protocol Encapsulator for Tune-In Time Reduction in IP Datacasting (IPDC) over DVB-H. ICIP Mehdi Rezaei, Miska M. Hannuksela, Moncef Gabbouj
2005	C	`conf`	An Efficient Image Retrieval Scheme on Java Enabled Mobile Devices. MMSP Iftikhar Ahmad, Serkan Kiranyaz, Moncef Gabbouj
2005	—	`conf`	An accurate semi-automatic segmentation scheme based on watershed and change detection mask. Electronic Imaging: Image and Video Communications and Processing Cédric De Roover, Moncef Gabbouj, Benoît Macq
2005	C	`conf`	Bit Allocation for Variable Bitrate Video. MMSP Mehdi Rezaei, Moncef Gabbouj
2005	—	`conf`	Block-based ordinal co-occurrence matrices for texture similarity evaluation. ICIP (1) Mari Partio, Bogdan Cramariuc, Moncef Gabbouj
2005	—	`conf`	Content-based image indexing and retrieval framework on symbian based mobile platform. EUSIPCO Olcay Guldogan, Moncef Gabbouj
2005	J	`jnl`	Detection and removal of video defects using rational-based techniques. Adv. Eng. Softw. Lazhar Khriji, Mahmoud Méribout, Moncef Gabbouj
2005	—	`conf`	Hierarchical Cellular Tree: An efficient indexing method for browsing and navigation in multimedia databases. EUSIPCO Serkan Kiranyaz, Moncef Gabbouj
2005	—	`conf`	Mapping by adaptive threshold method for dimension reduction of content-based indexing and retrieval features. EUSIPCO Esin Guldogan, Moncef Gabbouj
2005	C	`conf`	On Datacasting of H.264/AVC over DVB-H. MMSP Vinod Kumar Malamal Vadakital, Miska M. Hannuksela, Harri Pekkonen, Moncef Gabbouj
2005	—	`conf`	Spatial error concealment based on directional decision and intra prediction. ISCAS (3) Yan Zhao, Dong Tian, Miska M. Hannuksela, Moncef Gabbouj
2005	—	`conf`	Sub-sequence video coding for improved temporal scalability. ISCAS (6) Dong Tian, Miska M. Hannuksela, Moncef Gabbouj
2005	B	`conf`	Video rate control for streaming and local recording optimized for mobile devices. PIMRC Mehdi Rezaei, Stephan Wenger, Moncef Gabbouj
2005	—	`conf`	Visual media retrieval using transform-based layered query scheme. ICIP (1) Esin Guldogan, Moncef Gabbouj, Olcay Guldogan
2005	—	`conf`	Where to spend the bits? Efficiency of source and channel coding in MBMS. EUSIPCO Kemal Ugur, Stephan Wenger, Dong Tian, Moncef Gabbouj
2004	—	`conf`	A Generic Audio Classification and Segmentation Approach for Multimedia Indexing and Retrieval. EWIMT Serkan Kiranyaz, Ahmad Farooq Qureshi, Moncef Gabbouj
2004	—	`conf`	DCT-Based Downscaling Effects on Color and Texture-Based Image Retrieval. EWIMT Esin Guldogan, Moncef Gabbouj, Olcay Guldogan
2004	J	`jnl`	Editorial. EURASIP J. Adv. Signal Process. Giovanni L. Sicuranza, Gonzalo R. Arce, Moncef Gabbouj, Stephen Marshall
2004	—	`conf`	Finite set DSP, with applications to DNA sequences. EUSIPCO Ronald K. Pearson, Gregory E. Gonye, Moncef Gabbouj
2004	J	`jnl`	Isolated regions in video coding. IEEE Trans. Multim. Miska M. Hannuksela, Ye-Kui Wang, Moncef Gabbouj
2004	—	`conf`	Modeling and real-time auralization of electrodynamic loudspeaker non-linearities. ICASSP (4) Marcelo Soria-Rodríguez, Moncef Gabbouj, Nick Zacharov, Matti S. Hämäläinen, Kalle Koivuniemi
2004	B	`conf`	Texture similarity evaluation using ordinal co-occurrence. ICIP Mari Partio, Bogdan Cramariuc, Moncef Gabbouj
2004	J	`jnl`	Vector rational interpolation schemes for erroneous motion field estimation applied to MPEG-2 error concealment. IEEE Trans. Multim. Sofia Tsekeridou, Faouzi Alaya Cheikh, Moncef Gabbouj, Ioannis Pitas
2003	—	`conf`	Compression effects on color and texture based multimedia indexing and retrieval. ICIP (2) Esin Guldogan, Olcay Guldogan, Serkan Kiranyaz, Kerem Caglar, Moncef Gabbouj
2003	—	`conf`	Error Resilient Video Coding Using Unequally Protected Key Pictures. VLBV Ye-Kui Wang, Miska M. Hannuksela, Moncef Gabbouj
2003	—	`conf`	Improved Error Concealment Using Scene Information. VLBV Ye-Kui Wang, Miska M. Hannuksela, Kerem Caglar, Moncef Gabbouj
2003	—	`conf`	MUVIS: a content-based multimedia indexing and retrieval framework. ISSPA (1) Serkan Kiranyaz, Kerem Caglar, Esin Guldogan, Olcay Guldogan, Moncef Gabbouj
2003	—	`conf`	Ordinal-based shape retrieval with relevance feedback. ISSPA (1) Faouzi Alaya Cheikh, Bogdan Cramariuc, Moncef Gabbouj
2003	—	`conf`	Random access using isolated regions. ICIP (3) Miska M. Hannuksela, Ye-Kui Wang, Moncef Gabbouj
2003	—	`conf`	Relevance feedback for shape query refinement. ICIP (1) Faouzi Alaya Cheikh, Bogdan Cramariuc, Moncef Gabbouj
2002	J	`jnl`	Adaptive fuzzy order statistics-rational hybrid filters for color image processing. Fuzzy Sets Syst. Lazhar Khriji, Moncef Gabbouj
2002	—	`conf`	Coding of faded scene transitions. ICIP (2) Dong Tian, Miska M. Hannuksela, Ye-Kui Wang, Moncef Gabbouj
2002	J	`jnl`	Editorial. EURASIP J. Adv. Signal Process. Moncef Gabbouj, Faouzi Alaya Cheikh, Bogdan Cramariuc, Geoff Morrison
2002	J	`jnl`	Editorial. EURASIP J. Adv. Signal Process. Moncef Gabbouj, Faouzi Alaya Cheikh, Bogdan Cramariuc, Geoff Morrison
2002	—	`conf`	Evaluation of shape correspondence using ordinal measures. Storage and Retrieval for Media Databases Faouzi Alaya Cheikh, Bogdan Cramariuc, Mari Partio, Pasi Reijonen, Moncef Gabbouj
2002	J	`jnl`	Ordinal-Measure Based Shape Correspondence. EURASIP J. Adv. Signal Process. Faouzi Alaya Cheikh, Bogdan Cramariuc, Mari Pauliina Partio, Pasi Reijonen, Moncef Gabbouj
2002	—	`conf`	Sub-picture video coding for unequal error protection. EUSIPCO Miska M. Hannuksela, Ye-Kui Wang, Moncef Gabbouj
2002	—	`conf`	Sub-picture: ROI coding and unequal error protection. ICIP (3) Ye-Kui Wang, Miska M. Hannuksela, Moncef Gabbouj
2002	—	`conf`	The error concealment feature in the H.26L test model. ICIP (2) Ye-Kui Wang, Miska M. Hannuksela, Viktor Varsa, Ari Hourunranta, Moncef Gabbouj
2002	J	`jnl`	Wavelet-based corner detection technique using optimal scale. Pattern Recognit. Lett. Azhar Quddus, Moncef Gabbouj
2001	J	`jnl`	Complexity of the consistency problem for certain Post classes. IEEE Trans. Syst. Man Cybern. Part B Ilya Shmulevich, Moncef Gabbouj, Jaakko Astola
2000	B	`conf`	A New Image Similarity Measure Based on Ordinal Correlation. ICIP Bogdan Cramariuc, Ilya Shmulevich, Moncef Gabbouj, Asko Makela
2000	B	`conf`	A Weighted Distance Approach to Relevance Feedback. ICPR Selim Aksoy, Robert M. Haralick, Faouzi Alaya Cheikh, Moncef Gabbouj
2000	—	`conf`	A framework for ordinal-based image correspondence. EUSIPCO Ilya Shmulevich, Bogdan Cramariuc, Moncef Gabbouj
2000	—	`conf`	Content-based description of images for retrieval in large databases: MUVIS. EUSIPCO Mejdi Trimeche, Faouzi Alaya Cheikh, Moncef Gabbouj, Bogdan Cramariuc
2000	—	`conf`	Content-based object retrieval using maximum curvature points in contour images. Storage and Retrieval for Media Databases Azhar Quddus, Faouzi Alaya Cheikh, Moncef Gabbouj
2000	—	`conf`	Contour-based object recognition using wavelet-transform. EUSIPCO Faouzi Alaya Cheikh, Azhar Quddus, Moncef Gabbouj
2000	C	`conf`	Directional-rational approach for color image enhancement. ISCAS Faouzi Alaya Cheikh, Moncef Gabbouj
2000	—	`conf`	Motion field estimation by combined vector rational and bilinear interpolation for MPEG-2 error concealment. EUSIPCO Sofia Tsekeridou, Faouzi Alaya Cheikh, Moncef Gabbouj, Ioannis Pitas
2000	—	`conf`	Multi-Level Shape Recognition Based on Wavelet-Transform Modulus Maxima. SSIAI Faouzi Alaya Cheikh, Azhar Quddus, Moncef Gabbouj
2000	—	`conf`	Multichannel image processing using Fuzzy Vector Median-rational hybrid filters. EUSIPCO Lazhar Khriji, Moncef Gabbouj
2000	—	`conf`	Nonlinear order statistic filter design: Methodologies and challenges. EUSIPCO Moncef Gabbouj, Jaakko Astola
2000	—	`conf`	Reliable learning using post classes. EUSIPCO Ilya Shmulevich, Moncef Gabbouj
2000	—	`conf`	Selection of natural scale in discrete wavelet domain using eigenvalues. EUSIPCO Azhar Quddus, Moncef Gabbouj
2000	—	`conf`	Shape recognition based on wavelet-transform modulus maxima. ICECS Faouzi Alaya Cheikh, Azhar Quddus, Moncef Gabbouj
2000	—	`conf`	The visual goodness evaluation of color-based retrieval processes. EUSIPCO Petteri Kerminen, Moncef Gabbouj
2000	Misc	`conf`	Wavelet based corner detection using singular value decomposition. ICASSP Azhar Quddus, Moncef Gabbouj
1999	—	`conf`	A Dedicated Hardware System for a Class of Nonlinear Order Statistics Rational Hybrid Filters with Applications to Image Processing. ICIP (2) Lazhar Khriji, Giuseppe Bernacchia, Moncef Gabbouj, Giovanni L. Sicuranza
1999	—	`conf`	A new class of multichannel image processing filters. NSIP Lazhar Khriji, Moncef Gabbouj
1999	—	`conf`	Application of vector rational interpolation to erroneous motion field estimation of error concealment. NSIP Sofia Tsekeridou, Faouzi Alaya Cheikh, Moncef Gabbouj, Ioannis Pitas
1999	—	`conf`	Hardware implementation of the median-rational hybrid filters for colour images. NSIP Lazhar Khriji, Moncef Gabbouj, Giuseppe Bernacchia, Giovanni L. Sicuranza
1999	—	`conf`	Hardware implementation of the median-rational hybrid filters. ICECS Giuseppe Bernacchia, Lazhar Khriji, Moncef Gabbouj, Giovanni L. Sicuranza
1999	—	`conf`	MUVIS: a system for content-based indexing and retrieval in large image databases. Storage and Retrieval for Image and Video Databases (SPIE) Faouzi Alaya Cheikh, Bogdan Cramariuc, Carole Reynaud, Meng Quinghong, Dragos-Adrian Badea, Brahim Hnich, Moncef Gabbouj, Petteri Kerminen, Timo Mäkinen, Hannu Jaakkola
1999	Misc	`conf`	Motion field estimation by vector rational interpolation for error concealment purposes. ICASSP Sofia Tsekeridou, Faouzi Alaya Cheikh, Moncef Gabbouj, Ioannis Pitas
1999	—	`conf`	Nonlinear Interpolators for Old Movie Restoration. ICIP (3) Lazhar Khriji, Moncef Gabbouj, Stefano Marsi, Giovanni Ramponi, Etienne Decencière Ferrandière
1999	—	`conf`	Old movie restoration using rational spatial interpolators. ICECS Lazhar Khriji, Moncef Gabbouj, Giovanni Ramponi, Etienne Decencière Ferrandière
1999	J	`jnl`	Prediction Capabilities of Boolean and Stack Filters for Lossless Image Compression. Multidimens. Syst. Signal Process. Doina Petrescu, Ioan Tabus, Moncef Gabbouj
1999	—	`conf`	Programmable Hardware Implementation for the Median-Rational Hybrid Filters. ICIP (4) Lazhar Khriji, Giuseppe Bernacchia, Moncef Gabbouj, Giovanni L. Sicuranza
1999	J	`jnl`	Teager energy and the ambiguity function. IEEE Trans. Signal Process. Ridha Hamila, Jaakko Astola, Faouzi Alaya Cheikh, Moncef Gabbouj, Markku Renfors
1999	—	`conf`	Vector median-rational hybrid filters for multichannel image processing. ISCAS (4) Lazhar Khriji, Moncef Gabbouj
1999	J	`jnl`	Vector median-rational hybrid filters for multichannel image processing. IEEE Signal Process. Lett. Lazhar Khriji, Moncef Gabbouj
1999	J	`jnl`	lambda-M-S filters for image restoration applications. IEEE Trans. Image Process. Doina Petrescu, Ioan Tabus, Moncef Gabbouj
1998	—	`conf`	Adaptive tree-structured lattice vector quantization for video coding. EUSIPCO Vincent Ricordel, Moncef Gabbouj
1998	—	`conf`	Directional Unsharp Masking-Based Approach for Color Image Enhancement. NMBIA Faouzi Alaya Cheikh, Moncef Gabbouj
1998	—	`conf`	Median-Rational Hybrid Filters. ICIP (2) Lazhar Khriji, Moncef Gabbouj
1998	—	`conf`	Multidimensional texture characterization using moments. NMBIA Meng Qinghong, Bogdan Cramariuc, Moncef Gabbouj
1998	J	`jnl`	Parallel Marker-Based Image Segmentation with Watershed Transformation. J. Parallel Distributed Comput. Alina N. Moga, Moncef Gabbouj
1998	J	`jnl`	Parallel watershed transformation algorithms for image segmentation. Parallel Comput. Alina N. Moga, Bogdan Cramariuc, Moncef Gabbouj
1998	—	`conf`	Relationship between the Wigner-distribution and the Teager energy. EUSIPCO Ridha Hamila, Faouzi Alaya Cheikh, Jussi Vesma, Jaakko Astola, Moncef Gabbouj
1998	J	`jnl`	Robust B-spline image modeling with application to image processing. IEEE Trans. Image Process. Marta Karczewicz, Moncef Gabbouj
1998	—	`conf`	Unsharp masking-based approach for color image processing. EUSIPCO Faouzi Alaya Cheikh, Lazhar Khriji, Moncef Gabbouj
1997	J	`jnl`	ECG data compression by spline approximation. Signal Process. Marta Karczewicz, Moncef Gabbouj
1997	J	`jnl`	Parallel Image Component Labeling With Watershed Transformation. IEEE Trans. Pattern Anal. Mach. Intell. Alina N. Moga, Moncef Gabbouj
1997	—	`conf`	Prediction Based on Boolean Filters for Multiresolution Lossless Image Compression. ICIP (2) Doina Petrescu, Moncef Gabbouj
1997	Misc	`conf`	Prediction based on Boolean, FIR-Boolean hybrid and stack filters for lossless image coding. ICASSP Doina Petrescu, Ioan Tabus, Moncef Gabbouj
1996	—	`conf`	A parallel marker based watershed transformation. ICIP (2) Alina N. Moga, Moncef Gabbouj
1996	J	`jnl`	A training framework for stack and Boolean filtering-fast optimal design procedures and robustness case study. IEEE Trans. Image Process. Ioan Tabus, Doina Petrescu, Moncef Gabbouj
1996	—	`conf`	Impulse noise removal in highly corrupted color images. ICIP (1) Faouzi Alaya Cheikh, Ridha Hamila, Moncef Gabbouj, Jaakko Astola
1996	—	`conf`	Locally adaptive techniques for stack filtering. EUSIPCO Doina Petrescu, Ioan Tabus, Moncef Gabbouj
1996	J	`jnl`	Order statistics learning vector quantizer. IEEE Trans. Image Process. Ioannis Pitas, Constantine Kotropoulos, Nikos Nikolaidis, Ruikang Yang, Moncef Gabbouj
1996	—	`conf`	Training based optimal stack filter design under structural constraints. ICIP (1) Ioan Tabus, Doina Petrescu, Moncef Gabbouj
1995	B	`conf`	An efficient watershed segmentation algorithm suitable for parallel implementation. ICIP Alina N. Moga, Bogdan Cramariuc, Moncef Gabbouj
1995	J	`jnl`	Analysis of two-dimensional center weighted median filters. Multidimens. Syst. Signal Process. Tong Sun, Moncef Gabbouj, Yrjö Neuvo
1995	J	`jnl`	Fast algorithms for analyzing and designing weighted median filters. Signal Process. Ruikang Yang, Moncef Gabbouj, Yrjö Neuvo
1995	Misc	`conf`	Fast order-recursive algorithms for optimal stack filter design. ICASSP Ioan Tabus, Moncef Gabbouj
1995	J	`jnl`	Optimal weighted median filtering under structural constraints. IEEE Trans. Signal Process. Ruikang Yang, Lin Yin, Moncef Gabbouj, Jaakko Astola, Yrjö Neuvo
1994	C	`conf`	A Class of Order Statistics Learning Vector Quantizers. ISCAS Ioannis Pitas, Constantine Kotropoulos, Nikos Nikolaidis, Ruikang Yang, Moncef Gabbouj
1994	J	`jnl`	Adaptive L-filters with applications in signal and image processing. Signal Process. Tong Sun, Moncef Gabbouj, Yrjö Neuvo
1994	C	`conf`	An Efficient Design Method for Optimal Weighted Median Filtering. ISCAS Ruikang Yang, Moncef Gabbouj, Yrjö Neuvo
1994	J	`jnl`	Center weighted median filters: Some properties and their applications in image processing. Signal Process. Tong Sun, Moncef Gabbouj, Yrjö Neuvo
1994	C	`conf`	Implementation of a Distributed Watershed Algorithm. ISMM Alina N. Moga, Timo Viero, Bogdan P. Dobrin, Moncef Gabbouj
1994	C	`conf`	Parametric Analysis of Weighted Order Statistic Filters. ISCAS Ruikang Yang, Moncef Gabbouj, Pao-Ta Yu
1994	J	`jnl`	Parametric analysis of weighted order statistics filters. IEEE Signal Process. Lett. Ruikang Yang, Moncef Gabbouj, Pao-Ta Yu
1994	J	`jnl`	Preface. Signal Process. Moncef Gabbouj
1994	—	`conf`	Robust B-Spline Image Smoothing. ICIP (2) Marta Karczewicz, Moncef Gabbouj, Jaakko Astola
1994	C	`conf`	The PBF of One Weight Weighted Median Filters. ISCAS Tong Sun, Moncef Gabbouj, Yrjö Neuvo
1993	C	`conf`	Optimal weighted median filters under structural constraints. ISCAS Ruikang Yang, Lin Yin, Moncef Gabbouj, Jaakko Astola, Yrjö Neuvo
1993	J	`jnl`	Root properties of morphological filters. Signal Process. Qiaofei Wang, Moncef Gabbouj, Yrjö Neuvo
1993	J	`jnl`	Weighted medians - positive Boolean functions conversion algorithms. Signal Process. Jacek Nieweglowski, Moncef Gabbouj, Yrjö Neuvo
1992	J	`jnl`	Root-signal sets of morphological filters and their use in variable-length BTC image coding. J. Math. Imaging Vis. Qiaofei Wang, Moncef Gabbouj, Yrjö Neuvo
1991	J	`jnl`	Median Based Idempotent filters. J. Circuits Syst. Comput. Petri Haavisto, Moncef Gabbouj, Yrjö Neuvo
1991	J	`jnl`	On the LP which finds a MMAE stack filter. IEEE Trans. Signal Process. Moncef Gabbouj, Edward J. Coyle
1991	Misc	`conf`	Optimal stack filtering and classical Bayes decision. ICASSP Bing Zeng, Moncef Gabbouj, Yrjö Neuvo
1991	J	`jnl`	Speech production and speech modelling: Proceedings of the NATO Advanced Study Institute on Speech Production and Speech Modelling, Bonas, France, 17-29 July 1989, edited by William J. Hardcastle, Department of Linguistic Science, University of Reading, Reading, UK and Alain Marchal, CNRS, Aix-en-Provence, France, NATO ASI Series D: Behavioral and Social Sciences - Volume 55. Publishers: Kluwer Academic Publishers, P.O. Box 17, 3300 AA Dordrecht, The Netherlands, 1990, xi+448 pp., ISBN 0-7923-0746-1. Signal Process. Moncef Gabbouj
1990	J	`jnl`	"Les filtres numériques, analyse et synthèse des filtres unidimensionnels", 3 Signal Process. Moncef Gabbouj
1990	C	`conf`	Minimax optimization over the class of stack filters. VCIP Moncef Gabbouj, Edward J. Coyle
1990	J	`jnl`	Minimum mean absolute error stack filtering with structural constraint and goals. IEEE Trans. Acoust. Speech Signal Process. Moncef Gabbouj, Edward J. Coyle
1989	J	`jnl`	Optimal stack filtering and the estimation and structural approaches to image processing. IEEE Trans. Acoust. Speech Signal Process. Edward J. Coyle, Jean-Hsang Lin, Moncef Gabbouj