Wesley De Neve

187 papers A* 5A 6B 18C 14Misc 1Journal 76Unranked 65

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Balancing Redundancy and Diversity: An In-Depth Analysis of Active Learning for Laparoscopic Video Segmentation. DEMI@MICCAI Seyed Amir Mousavi, Esla Timothy Anzaku, Utku Ozbulak, Robbe De Muynck, Francesca Tozzi, Nikdokht Rashidian, Wouter Willaert, Wesley De Neve
2025	—	`conf`	Boosting 3D Liver Shape Datasets with Diffusion Models and Implicit Neural Representations. MICCAI (2) Khoa Tuan Nguyen, Francesca Tozzi, Wouter Willaert, Joris Vankerschaver, Niki Rashidian, Wesley De Neve
2025	J	`jnl`	Boosting 3D Liver Shape Datasets with Diffusion Models and Implicit Neural Representations. CoRR Khoa Tuan Nguyen, Francesca Tozzi, Wouter Willaert, Joris Vankerschaver, Nikdokht Rashidian, Wesley De Neve
2025	J	`jnl`	Color Flow Imaging Microscopy Improves Identification of Stress Sources of Protein Aggregates in Biopharmaceuticals. CoRR Michaela Cohrs, Shiwoo Koak, Yejin Lee, Yu Jin Sung, Wesley De Neve, Hristo L. Svilenov, Utku Ozbulak
2025	J	`jnl`	Detecting Regional Spurious Correlations in Vision Transformers via Token Discarding. CoRR Solha Kang, Esla Timothy Anzaku, Wesley De Neve, Arnout Van Messem, Joris Vankerschaver, François Rameau, Utku Ozbulak
2025	J	`jnl`	Exploring Patient Data Requirements in Training Effective AI Models for MRI-based Breast Cancer Classification. CoRR Solha Kang, Wesley De Neve, François Rameau, Utku Ozbulak
2025	J	`jnl`	Impact of U2-type introns on splice site prediction in A. thaliana species using deep learning. BMC Bioinform. Espoir K. Kabanga, Seonil Jee, Soeun Yun, Stephen Depuydt, Arnout Van Messem, Wesley De Neve
2025	J	`jnl`	Improved Sub-Visible Particle Classification in Flow Imaging Microscopy via Generative AI-Based Image Synthesis. CoRR Utku Ozbulak, Michaela Cohrs, Hristo L. Svilenov, Joris Vankerschaver, Wesley De Neve
2025	J	`jnl`	Interpreting Stress Detection Models Using SHAP and Attention for MuSe-Stress 2022. IEEE Trans. Affect. Comput. Ho-min Park, Ganghyun Kim, Jinsung Oh, Arnout Van Messem, Wesley De Neve
2025	J	`jnl`	Less is More? Revisiting the Importance of Frame Rate in Real-Time Zero-Shot Surgical Video Segmentation. CoRR Utku Ozbulak, Seyed Amir Mousavi, Francesca Tozzi, Nikdokht Rashidian, Wouter Willaert, Wesley De Neve, Joris Vankerschaver
2025	J	`jnl`	One Patient's Annotation is Another One's Initialization: Towards Zero-Shot Surgical Video Segmentation with Cross-Patient Initialization. CoRR Seyed Amir Mousavi, Utku Ozbulak, Francesca Tozzi, Nikdokht Rashidian, Wouter Willaert, Joris Vankerschaver, Wesley De Neve
2025	J	`jnl`	Re-assessing accuracy degradation: a framework for understanding DNN behavior on similar-but-non-identical test datasets. Mach. Learn. Esla Timothy Anzaku, Haohan Wang, Ajiboye Babalola, Arnout Van Messem, Wesley De Neve
2025	—	`conf`	Revisiting the Evaluation Bias Introduced by Frame Sampling Strategies in Surgical Video Segmentation Using SAM2. FAIMI@MICCAI Utku Ozbulak, Seyed Amir Mousavi, Francesca Tozzi, Niki Rashidian, Wouter Willaert, Wesley De Neve, Joris Vankerschaver
2025	J	`jnl`	Self-supervised Benchmark Lottery on ImageNet: Do Marginal Improvements Translate to Improvements on Similar Datasets? CoRR Utku Ozbulak, Esla Timothy Anzaku, Solha Kang, Wesley De Neve, Joris Vankerschaver
2025	—	`conf`	SpurBreast: A Curated Dataset for Investigating Spurious Correlations in Real-World Breast MRI Classification. MICCAI (16) Jongbum Won, Wesley De Neve, Joris Vankerschaver, Utku Ozbulak
2025	J	`jnl`	SpurBreast: A Curated Dataset for Investigating Spurious Correlations in Real-world Breast MRI Classification. CoRR Jong Bum Won, Wesley De Neve, Joris Vankerschaver, Utku Ozbulak
2025	J	`jnl`	Toward Using Machine Learning as a Shape Quality Metric for Liver Point Cloud Generation. CoRR Khoa Tuan Nguyen, Gaeun Oh, Ho-min Park, Francesca Tozzi, Wouter Willaert, Joris Vankerschaver, Niki Rashidian, Wesley De Neve
2025	—	`conf`	Towards Improved Cervical Cancer Screening: Vision Transformer-Based Classification and Interpretability. ISBI Khoa Tuan Nguyen, Homin Park, Gaeun Oh, Joris Vankerschaver, Wesley De Neve
2025	J	`jnl`	Towards Improved Cervical Cancer Screening: Vision Transformer-Based Classification and Interpretability. CoRR Khoa Tuan Nguyen, Ho-min Park, Gaeun Oh, Joris Vankerschaver, Wesley De Neve
2025	—	`conf`	When Tracking Fails: Analyzing Failure Modes of SAM2 for Point-Based Tracking in Surgical Videos. COLAS@MICCAI Woowon Jang, Jiwon Im, Juseung Choi, Niki Rashidian, Wesley De Neve, Utku Ozbulak
2025	J	`jnl`	When Tracking Fails: Analyzing Failure Modes of SAM2 for Point-Based Tracking in Surgical Videos. CoRR Woowon Jang, Jiwon Im, Juseung Choi, Niki Rashidian, Wesley De Neve, Utku Ozbulak
2024	—	`conf`	A Reference-Based Approach for Tumor Size Estimation in Monocular Laparoscopic Videos. CMMCA@MICCAI Seyed Amir Mousavi, Francesca Tozzi, Homin Park, Esla Timothy Anzaku, Matthias Van Liefferinge, Nikdokht Rashidian, Wouter Willaert, Wesley De Neve
2024	J	`jnl`	Assessing the reliability of point mutation as data augmentation for deep learning with genomic data. BMC Bioinform. Hyun Jung Lee, Utku Ozbulak, Homin Park, Stephen Depuydt, Wesley De Neve, Joris Vankerschaver
2024	—	`conf`	Color Flow Imaging Microscopy Improves Identification of Stress Sources of Protein Aggregates in Biopharmaceuticals. MOVI@MICCAI Michaela Cohrs, Shiwoo Koak, Yejin Lee, Yu Jin Sung, Wesley De Neve, Hristo L. Svilenov, Utku Ozbulak
2024	—	`conf`	Exploring Multimodal Approaches and Fusion Methods for CEO Social Attribute Prediction in 2024 MuSe-Perception. MuSe@ACM Multimedia Ankit Kumar Singh, Ganghyun Kim, Jaeheon Kim, Ho-min Park, Bong Jun Choi, Wesley De Neve
2024	—	`conf`	Exploring Patient Data Requirements in Training Effective AI Models for MRI-Based Breast Cancer Classification. Deep-Breath@MICCAI Solha Kang, Wesley De Neve, François Rameau, Utku Ozbulak
2024	—	`conf`	Grasshopper Optimization Algorithm (GOA): A Novel Algorithm or A Variant of PSO? ANTS Negin Harandi, Arnout Van Messem, Wesley De Neve, Joris Vankerschaver
2024	J	`jnl`	Leveraging Human-Machine Interactions for Computer Vision Dataset Quality Enhancement. CoRR Esla Timothy Anzaku, Hyesoo Hong, Jin-Woo Park, Wonjun Yang, Kangmin Kim, Jongbum Won, Deshika Vinoshani Kumari Herath, Arnout Van Messem, Wesley De Neve
2024	—	`conf`	RAMM: A Residual Attention Multimodal Model for Humor Detection. IHCI (2) Ankit Kumar Singh, Ganghyun Kim, Jaeheon Kim, Ho-min Park, Bong Jun Choi, Wesley De Neve
2024	J	`jnl`	Re-assessing ImageNet: How aligned is its single-label assumption with its multi-label nature? CoRR Esla Timothy Anzaku, Seyed Amir Mousavi, Arnout Van Messem, Wesley De Neve
2024	B	`conf`	Self-supervised Benchmark Lottery on ImageNet: Do Marginal Improvements Translate to Improvements on Similar Datasets? IJCNN Utku Ozbulak, Esla Timothy Anzaku, Solha Kang, Wesley De Neve, Joris Vankerschaver
2023	J	`jnl`	CRISPR-Cas-Docker: web-based in silico docking and machine learning-based classification of crRNAs with Cas proteins. BMC Bioinform. Ho-min Park, Jongbum Won, Yunseol Park, Esla Timothy Anzaku, Joris Vankerschaver, Arnout Van Messem, Wesley De Neve, Hyunjin Shim
2023	J	`jnl`	Know Your Self-supervised Learning: A Survey on Image-based Generative and Discriminative Training. CoRR Utku Ozbulak, Hyun Jung Lee, Beril Boga, Esla Timothy Anzaku, Ho-min Park, Arnout Van Messem, Wesley De Neve, Joris Vankerschaver
2023	J	`jnl`	Know Your Self-supervised Learning: A Survey on Image-based Generative and Discriminative Training. Trans. Mach. Learn. Res. Utku Ozbulak, Hyun Jung Lee, Beril Boga, Esla Timothy Anzaku, Ho-min Park, Arnout Van Messem, Wesley De Neve, Joris Vankerschaver
2023	—	`conf`	Leveraging Human-Machine Interactions for Computer Vision Dataset Quality Enhancement. IHCI (1) Esla Timothy Anzaku, Hyesoo Hong, Jin-Woo Park, Wonjun Yang, Kangmin Kim, Jongbum Won, Deshika Vinoshani Kumari Herath, Arnout Van Messem, Wesley De Neve
2023	—	`conf`	MuSe-Personalization 2023: Feature Engineering, Hyperparameter Optimization, and Transformer-Encoder Re-discovery. MuSe@ACM Multimedia Ho-min Park, Ganghyun Kim, Arnout Van Messem, Wesley De Neve
2023	J	`jnl`	Mutate and observe: utilizing deep neural networks to investigate the impact of mutations on translation initiation. Bioinform. Utku Ozbulak, Hyun Jung Lee, Jasper Zuallaert, Wesley De Neve, Stephen Depuydt, Joris Vankerschaver
2023	—	`conf`	Towards Abdominal 3-D Scene Rendering from Laparoscopy Surgical Videos Using NeRFs. MLMI@MICCAI (1) Khoa Tuan Nguyen, Francesca Tozzi, Nikdokht Rashidian, Wouter Willaert, Joris Vankerschaver, Wesley De Neve
2023	J	`jnl`	Towards Abdominal 3-D Scene Rendering from Laparoscopy Surgical Videos using NeRFs. CoRR Khoa Tuan Nguyen, Francesca Tozzi, Nikdokht Rashidian, Wouter Willaert, Joris Vankerschaver, Wesley De Neve
2022	J	`jnl`	A Principled Evaluation Protocol for Comparative Investigation of the Effectiveness of DNN Classification Models on Similar-but-non-identical Datasets. CoRR Esla Timothy Anzaku, Haohan Wang, Arnout Van Messem, Wesley De Neve
2022	J	`jnl`	Exact Feature Collisions in Neural Networks. CoRR Utku Ozbulak, Manvel Gasparyan, Shodhan Rao, Wesley De Neve, Arnout Van Messem
2022	—	`conf`	Towards Multimodal Prediction of Time-continuous Emotion using Pose Feature Engineering and a Transformer Encoder. MuSe @ ACM Multimedia Ho-min Park, Ilho Yun, Ajit Kumar, Ankit Kumar Singh, Bong Jun Choi, Dhananjay Singh, Wesley De Neve
2021	J	`jnl`	Evaluating Adversarial Attacks on ImageNet: A Reality Check on Misclassification Classes. CoRR Utku Ozbulak, Maura Pintor, Arnout Van Messem, Wesley De Neve
2021	—	`conf`	Exploring Multimodal Features and Fusion for Time-Continuous Prediction of Emotional Valence and Arousal. ICHI Ajit Kumar, Bong Jun Choi, Sandeep Kumar Pandey, Sanghyeon Park, SeongIk Choi, Hanumant Singh Shekhawat, Wesley De Neve, Mukesh Saini, S. R. M. Prasanna, Dhananjay Singh
2021	J	`jnl`	Investigating the significance of adversarial attacks and their relation to interpretability for radar-based human activity recognition systems. CoRR Utku Ozbulak, Baptist Vandersmissen, Azarakhsh Jalalvand, Ivo Couckuyt, Arnout Van Messem, Wesley De Neve
2021	J	`jnl`	Investigating the significance of adversarial attacks and their relation to interpretability for radar-based human activity recognition systems. Comput. Vis. Image Underst. Utku Ozbulak, Baptist Vandersmissen, Azarakhsh Jalalvand, Ivo Couckuyt, Arnout Van Messem, Wesley De Neve
2021	A	`conf`	Selection of Source Images Heavily Influences the Effectiveness of Adversarial Attacks. BMVC Utku Ozbulak, Esla Timothy Anzaku, Wesley De Neve, Arnout Van Messem
2021	J	`jnl`	Selection of Source Images Heavily Influences the Effectiveness of Adversarial Attacks. CoRR Utku Ozbulak, Esla Timothy Anzaku, Wesley De Neve, Arnout Van Messem
2021	—	`conf`	Towards a quantitative analysis of class activation mapping for deep learning-based computer-aided diagnosis. Image Perception, Observer Performance, and Technology Assessment Hanul Kang, Ho-min Park, Yuju Ahn, Arnout Van Messem, Wesley De Neve
2021	J	`jnl`	ToxDL: deep learning using primary structure and domain embeddings for assessing protein toxicity. Bioinform. Xiaoyong Pan, Jasper Zuallaert, Xi Wang, Hong-Bin Shen, Elda Posada Campos, Denys O. Marushchak, Wesley De Neve
2020	—	`conf`	3-D Deep Learning-Based Item Classification for Belt Conveyors Targeting Packaging and Logistics. ICPR Workshops (4) Ho-min Park, Byungkon Kang, Arnout Van Messem, Wesley De Neve
2020	—	`conf`	Automatic Detection of Trypanosomosis in Thick Blood Smears Using Image Pre-processing and Deep Learning. IHCI (2) Taewoo Jung, Esla Timothy Anzaku, Utku Özbulak, Stefan Magez, Arnout Van Messem, Wesley De Neve
2020	—	`conf`	Developing a Segmentation Model for Microscopic Images of Microplastics Isolated from Clams. ICPR Workshops (6) Ji Yeon Baek, Maria Krishna de Guzman, Ho-min Park, Sanghyeon Park, Boyeon Shin, Tanja Cirkovic Velickovic, Arnout Van Messem, Wesley De Neve
2020	J	`jnl`	Indoor human activity recognition using high-dimensional sensors and deep neural networks. Neural Comput. Appl. Baptist Vandersmissen, Nicolas Knudde, Azarakhsh Jalalvand, Ivo Couckuyt, Tom Dhaene, Wesley De Neve
2020	—	`conf`	MRI-based Diagnosis of Rotator Cuff Tears using Deep Learning and Weighted Linear Combinations. MLHC Mijung Kim, Ho-min Park, Jae Yoon Kim, Seong Hwan Kim, Sofie Hoeke, Wesley De Neve
2020	—	`ed.`	MultiMedia Modeling - 26th International Conference, MMM 2020, Daejeon, South Korea, January 5-8, 2020, Proceedings, Part I MMM (1) Yong Man Ro, Wen-Huang Cheng, Junmo Kim, Wei-Ta Chu, Peng Cui, Jung-Woo Choi, Min-Chun Hu, Wesley De Neve
2020	—	`ed.`	MultiMedia Modeling - 26th International Conference, MMM 2020, Daejeon, South Korea, January 5-8, 2020, Proceedings, Part II MMM (2) Yong Man Ro, Wen-Huang Cheng, Junmo Kim, Wei-Ta Chu, Peng Cui, Jung-Woo Choi, Min-Chun Hu, Wesley De Neve
2020	J	`jnl`	Perturbation Analysis of Gradient-based Adversarial Attacks. CoRR Utku Ozbulak, Manvel Gasparyan, Wesley De Neve, Arnout Van Messem
2020	J	`jnl`	Perturbation analysis of gradient-based adversarial attacks. Pattern Recognit. Lett. Utku Ozbulak, Manvel Gasparyan, Wesley De Neve, Arnout Van Messem
2020	J	`jnl`	Regional Image Perturbation Reduces L CoRR Utku Ozbulak, Jonathan Peck, Wesley De Neve, Bart Goossens, Yvan Saeys, Arnout Van Messem
2019	—	`conf`	Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation. MICCAI (2) Utku Ozbulak, Arnout Van Messem, Wesley De Neve
2019	J	`jnl`	Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation. CoRR Utku Ozbulak, Arnout Van Messem, Wesley De Neve
2019	B	`conf`	Not All Adversarial Examples Require a Complex Defense: Identifying Over-optimized Adversarial Examples with IQR-based Logit Thresholding. IJCNN Utku Ozbulak, Arnout Van Messem, Wesley De Neve
2019	J	`jnl`	Not All Adversarial Examples Require a Complex Defense: Identifying Over-optimized Adversarial Examples with IQR-based Logit Thresholding. CoRR Utku Ozbulak, Arnout Van Messem, Wesley De Neve
2018	J	`jnl`	AQUa: an adaptive framework for compression of sequencing quality scores with random access functionality. Bioinform. Tom Paridaens, Glenn Van Wallendael, Wesley De Neve, Peter Lambert
2018	—	`conf`	Computer-Aided Diagnosis and Localization of Glaucoma Using Deep Learning. BIBM Mijung Kim, Ho-min Park, Jasper Zuallaert, Olivier Janssens, Sofie Van Hoecke, Wesley De Neve
2018	J	`jnl`	Dual Rectified Linear Units (DReLUs): A replacement for Pattern Recognit. Lett. Fréderic Godin, Jonas Degrave, Joni Dambre, Wesley De Neve
2018	A*	`conf`	Explaining Character-Aware Neural Networks for Word-Level Prediction: Do They Discover Linguistic Rules? EMNLP Fréderic Godin, Kris Demuynck, Joni Dambre, Wesley De Neve, Thomas Demeester
2018	J	`jnl`	Explaining Character-Aware Neural Networks for Word-Level Prediction: Do They Discover Linguistic Rules? CoRR Fréderic Godin, Kris Demuynck, Joni Dambre, Wesley De Neve, Thomas Demeester
2018	J	`jnl`	How the Softmax Output is Misleading for Evaluating the Strength of Adversarial Examples. CoRR Utku Ozbulak, Wesley De Neve, Arnout Van Messem
2018	J	`jnl`	Hybrid e-TextBooks as comprehensive interactive learning environments. Interact. Learn. Environ. Hajar Ghaem Sigarchian, Sara Logghe, Ruben Verborgh, Wesley De Neve, Frank Salliau, Erik Mannens, Rik Van de Walle, Dimitri Schuurman
2018	J	`jnl`	Indoor Person Identification Using a Low-Power FMCW Radar. IEEE Trans. Geosci. Remote. Sens. Baptist Vandersmissen, Nicolas Knudde, Azarakhsh Jalalvand, Ivo Couckuyt, André Bourdoux, Wesley De Neve, Tom Dhaene
2018	J	`jnl`	On the application of reservoir computing networks for noisy image recognition. Neurocomputing Azarakhsh Jalalvand, Kris Demuynck, Wesley De Neve, Jean-Pierre Martens
2018	J	`jnl`	SpliceRover: interpretable convolutional neural networks for improved splice site prediction. Bioinform. Jasper Zuallaert, Fréderic Godin, Mijung Kim, Arne Soete, Yvan Saeys, Wesley De Neve
2018	J	`jnl`	TISRover: ConvNets learn biologically relevant features for effective translation initiation site prediction. Int. J. Data Min. Bioinform. Jasper Zuallaert, Mijung Kim, Arne Soete, Yvan Saeys, Wesley De Neve
2018	J	`jnl`	Web Applicable Computer-aided Diagnosis of Glaucoma Using Deep Learning. CoRR Mijung Kim, Olivier Janssens, Ho-min Park, Jasper Zuallaert, Sofie Van Hoecke, Wesley De Neve
2017	J	`jnl`	AFRESh: an adaptive framework for compression of reads and assembled sequences with random access functionality. Bioinform. Tom Paridaens, Glenn Van Wallendael, Wesley De Neve, Peter Lambert
2017	J	`jnl`	DReLUs: Dual Rectified Linear Units. CoRR Fréderic Godin, Jonas Degrave, Joni Dambre, Wesley De Neve
2017	J	`jnl`	Effective and efficient human action recognition using dynamic frame skipping and trajectory rejection. Image Vis. Comput. Jeong-Jik Seo, Hyungil Kim, Wesley De Neve, Yong Man Ro
2017	—	`conf`	Few-shot Learning Using a Small-Sized Dataset of High-Resolution FUNDUS Images for Glaucoma Diagnosis. MMHealth@MM Mijung Kim, Jasper Zuallaert, Wesley De Neve
2017	—	`conf`	Improving Language Modeling using Densely Connected Recurrent Neural Networks. Rep4NLP@ACL Fréderic Godin, Joni Dambre, Wesley De Neve
2017	J	`jnl`	Improving Language Modeling using Densely Connected Recurrent Neural Networks. CoRR Fréderic Godin, Joni Dambre, Wesley De Neve
2017	J	`jnl`	Interpretable Convolutional Neural Networks for Effective Translation Initiation Site Prediction. CoRR Jasper Zuallaert, Mijung Kim, Yvan Saeys, Wesley De Neve
2017	—	`conf`	Interpretable convolutional neural networks for effective translation initiation site prediction. BIBM Jasper Zuallaert, Mijung Kim, Yvan Saeys, Wesley De Neve
2017	J	`jnl`	What are we missing? An empirical exploration in the structural biases of hashtag-based sampling on Twitter. First Monday Evelien D'heer, Baptist Vandersmissen, Wesley De Neve, Pieter Verdegem, Rik Van de Walle
2016	—	`conf`	A Distance-Based Approach for Semantic Dissimilarity in Knowledge Graphs. ICSC Tom De Nies, Christian Beecks, Fréderic Godin, Wesley De Neve, Grzegorz Stepien, Dörthe Arndt, Laurens De Vocht, Ruben Verborgh, Thomas Seidl, Erik Mannens, Rik Van de Walle
2016	B	`conf`	An Automated End-To-End Pipeline for Fine-Grained Video Annotation using Deep Neural Networks. ICMR Baptist Vandersmissen, Lucas Sterckx, Thomas Demeester, Azarakhsh Jalalvand, Wesley De Neve, Rik Van de Walle
2016	B	`conf`	Leveraging CABAC for No-Reference Compression of Genomic Data with Random Access Support. DCC Tom Paridaens, Jens Panneel, Wesley De Neve, Peter Lambert, Rik Van de Walle
2016	B	`conf`	Normalized Semantic Web Distance. ESWC Tom De Nies, Christian Beecks, Fréderic Godin, Wesley De Neve, Grzegorz Stepien, Dörthe Arndt, Laurens De Vocht, Ruben Verborgh, Thomas Seidl, Erik Mannens, Rik Van de Walle
2016	J	`jnl`	Towards robust and reliable multimedia analysis through semantic integration of services. Multim. Tools Appl. Ben De Meester, Ruben Verborgh, Pieter Pauwels, Wesley De Neve, Erik Mannens, Rik Van de Walle
2016	B	`conf`	Towards using Reservoir Computing Networks for noise-robust image recognition. IJCNN Azarakhsh Jalalvand, Wesley De Neve, Rik Van de Walle, Jean-Pierre Martens
2015	B	`conf`	Efficient and effective human action recognition in video through motion boundary description with a compact set of trajectories. FG Jeong-Jik Seo, Jisoo Son, Hyungil Kim, Wesley De Neve, Yong Man Ro
2015	C	`conf`	Hybrid Books for Interactive Digital Storytelling: Connecting Story Entities and Emotions to Smart Environments. ICIDS Hajar Ghaem Sigarchian, Ben De Meester, Frank Salliau, Wesley De Neve, Sara Logghe, Ruben Verborgh, Erik Mannens, Rik Van de Walle, Dimitri Schuurman
2015	A*	`conf`	Hyperspectral Image Classification with Convolutional Neural Networks. ACM Multimedia Viktor Slavkovikj, Steven Verstockt, Wesley De Neve, Sofie Van Hoecke, Rik Van de Walle
2015	—	`conf`	Multimedia Lab $@$ ACL WNUT NER Shared Task: Named Entity Recognition for Twitter Microposts using Distributed Word Representations. NUT@IJCNLP Fréderic Godin, Baptist Vandersmissen, Wesley De Neve, Rik Van de Walle
2015	—	`conf`	Named-Entity-based Linking and Exploration of News Using an Adapted Jaccard Metric. NoISE@ESWC Tom De Nies, Jasper Verplanken, Ruben Verborgh, Wesley De Neve, Erik Mannens, Rik Van de Walle
2015	—	`conf`	Using EPUB 3 and the Open Web Platform for Enhanced Presentation and Machine-Understandable Metadata for Digital. ELPUB Ruben Verborgh, Miel Vander Sande, Pieter Heyvaert, Rik Van de Walle, Tom De Nies, Erik Mannens, Wesley De Neve, Joachim Van Herwegen
2014	J	`jnl`	A digital-first authoring environment for enriched e-books using EPUB 3. Inf. Serv. Use Ben De Meester, Tom De Nies, Hajar Ghaem Sigarchian, Miel Vander Sande, Jelle van Campen, Bram Van Impe, Wesley De Neve, Erik Mannens, Rik Van de Walle
2014	—	`conf`	Creating Discoverable Learning Content Using a User-Friendly Authoring Environment. LILE@ISWC Ben De Meester, Hajar Ghaem Sigarchian, Tom De Nies, Anastasia Dimou, Wesley De Neve, Erik Mannens, Rik Van de Walle
2014	—	`conf`	EPUB3 for Integrated and Customizable Representation of a Scientific Publication and its Associated Resources. LISC@ISWC Hajar Ghaem Sigarchian, Ben De Meester, Tom De Nies, Ruben Verborgh, Wesley De Neve, Erik Mannens, Rik Van de Walle
2014	—	`conf`	Ghent University-iMinds at MediaEval 2014 Diverse Images: Adaptive Clustering with Deep Features. MediaEval Baptist Vandersmissen, Abhineshwar Tomar, Fréderic Godin, Wesley De Neve, Rik Van de Walle
2014	B	`conf`	Image-Based Road Type Classification. ICPR Viktor Slavkovikj, Steven Verstockt, Wesley De Neve, Sofie Van Hoecke, Rik Van de Walle
2014	A	`conf`	Sub-sampled dictionaries for coarse-to-fine sparse representation-based human action recognition. ICME Jongho Lee, Hyun-seok Min, Jeong-Jik Seo, Wesley De Neve, Yong Man Ro
2014	—	`conf`	The Normalized Freebase Distance. ESWC (Satellite Events) Fréderic Godin, Tom De Nies, Christian Beecks, Laurens De Vocht, Wesley De Neve, Erik Mannens, Thomas Seidl, Rik Van de Walle
2014	—	`conf`	The Rise of Mobile Social Video: An In-depth Analysis of Vine. SoMuS@ICMR Baptist Vandersmissen, Fréderic Godin, Abhineshwar Tomar, Wesley De Neve, Rik Van de Walle
2014	—	`conf`	Towards Named-Entity-based Similarity Measures: Challenges and Opportunities. ESAIR Tom De Nies, Christian Beecks, Wesley De Neve, Thomas Seidl, Erik Mannens, Rik Van de Walle
2014	—	`conf`	Towards Twitter hashtag recommendation using distributed word representations and a deep feed forward neural network. ICACCI Abhineshwar Tomar, Fréderic Godin, Baptist Vandersmissen, Wesley De Neve, Rik Van de Walle
2014	—	`conf`	Towards block-based compression of genomic data with random access functionality. GlobalSIP Tom Paridaens, Yves Van Stappen, Wesley De Neve, Peter Lambert, Rik Van de Walle
2014	J	`jnl`	Visually weighted neighbor voting for image tag relevance learning. Multim. Tools Appl. Sihyoung Lee, Wesley De Neve, Yong Man Ro
2013	—	`conf`	Ghent University-iMinds at MediaEval 2013 Diverse Images: Relevance-Based Hierarchical Clustering. MediaEval Baptist Vandersmissen, Abhineshwar Tomar, Fréderic Godin, Wesley De Neve, Rik Van de Walle
2013	—	`conf`	Ghent University-iMinds at MediaEval 2013: An Unsupervised Named Entity-based Similarity Measure for Search and Hyperlinking. MediaEval Tom De Nies, Wesley De Neve, Erik Mannens, Rik Van de Walle
2013	C	`conf`	Improved License Plate Recognition for Low-Resolution CCTV Forensics by Integrating Sparse Representation-Based Super-Resolution. IWDW Hyun-seok Min, Seung-Ho Lee, Wesley De Neve, Yong Man Ro
2013	—	`conf`	Leveraging Existing Tools for Named Entity Recognition in Microposts. #MSM Fréderic Godin, Pedro Debevere, Erik Mannens, Wesley De Neve, Rik Van de Walle
2013	C	`conf`	Sparse Representation-Based Human Action Recognition Using an Action Region-Aware Dictionary. ISM Hyun-seok Min, Wesley De Neve, Yong Man Ro
2013	—	`conf`	Towards automatic assessment of the social media impact of news content. WWW (Companion Volume) Tom De Nies, Gerald Haesendonck, Fréderic Godin, Wesley De Neve, Erik Mannens, Rik Van de Walle
2013	B	`conf`	Towards fusion of collective knowledge and audio-visual content features for annotating broadcast video. ICMR Fréderic Godin, Wesley De Neve, Rik Van de Walle
2013	—	`conf`	Using topic models for Twitter hashtag recommendation. WWW (Companion Volume) Fréderic Godin, Viktor Slavkovikj, Wesley De Neve, Benjamin Schrauwen, Rik Van de Walle
2013	—	`conf`	Visitor-art interaction by motion path detection. DSP Viktor Slavkovikj, Pieterjan De Potter, Steven Verstockt, Wesley De Neve, Sofie Van Hoecke, Rik Van de Walle
2012	—	`conf`	Ghent University-IBBT at MediaEval 2012 Search and Hyperlinking: Semantic Similarity using Named Entities. MediaEval Tom De Nies, Pedro Debevere, Davy Van Deursen, Wesley De Neve, Erik Mannens, Rik Van de Walle
2012	J	`jnl`	Near-Duplicate Video Clip Detection Using Model-Free Semantic Concept Detection and Adaptive Semantic Distance Measurement. IEEE Trans. Circuits Syst. Video Technol. Hyun-seok Min, Jae Young Choi, Wesley De Neve, Yong Man Ro
2012	A*	`conf`	Parallel deblocking filtering in H.264/AVC using multiple CPUs and GPUs. ACM Multimedia Bart Pieters, Charles-Frederik Hollemeersch, Jan De Cock, Wesley De Neve, Peter Lambert, Rik Van de Walle
2012	—	`conf`	Towards data-driven estimation of image tag relevance using visually similar and dissimilar folksonomy images. SAM@MM Sihyoung Lee, Wesley De Neve, Yong Man Ro
2012	B	`conf`	VITEQ: A generic framework for no-reference quality evaluation of video testimonials. QoMEX Steven Verstockt, Pieterjan De Potter, Wesley De Neve, Peter Lambert, Rik Van de Walle
2012	A	`conf`	Video Copy Detection Using Inclined Video Tomography and Bag-of-Visual-Words. ICME Hyun-seok Min, Semin Kim, Wesley De Neve, Yong Man Ro
2011	J	`jnl`	Bimodal fusion of low-level visual features and high-level semantic features for near-duplicate video clip detection. Signal Process. Image Commun. Hyun-seok Min, Jae Young Choi, Wesley De Neve, Yong Man Ro
2011	J	`jnl`	Collaborative Face Recognition for Improved Face Annotation in Personal Photo Collections Shared on Online Social Networks. IEEE Trans. Multim. Jae Young Choi, Wesley De Neve, Konstantinos N. Plataniotis, Yong Man Ro
2011	C	`conf`	Contribution of Non-scrambled Chroma Information in Privacy-Protected Face Images to Privacy Leakage. IWDW Hosik Sohn, Dohyoung Lee, Wesley De Neve, Konstantinos N. Plataniotis, Yong Man Ro
2011	B	`conf`	Improving image tag recommendation using favorite image context. ICIP Wonyong Eom, Sihyoung Lee, Wesley De Neve, Yong Man Ro
2011	A	`conf`	Leveraging an image folksonomy and the Signature Quadratic Form Distance for semantic-based detection of near-duplicate video clips. ICME Hyun-seok Min, Jae Young Choi, Wesley De Neve, Yong Man Ro
2011	J	`jnl`	Parallel Deblocking Filtering in MPEG-4 AVC/H.264 on Massively Parallel Architectures. IEEE Trans. Circuits Syst. Video Technol. Bart Pieters, Charles-Frederik Hollemeersch, Jan De Cock, Peter Lambert, Wesley De Neve, Rik Van de Walle
2011	J	`jnl`	Privacy Protection in Video Surveillance Systems: Analysis of Subband-Adaptive Scrambling in JPEG XR. IEEE Trans. Circuits Syst. Video Technol. Hosik Sohn, Wesley De Neve, Yong Man Ro
2011	B	`conf`	Towards a better understanding of model-free semantic concept detection for annotation and near-duplicate video clip detection. ICIP Hyun-seok Min, Jae Young Choi, Wesley De Neve, Yong Man Ro
2010	J	`jnl`	Automatic Face Annotation in Personal Photo Collections Using Context-Based Unsupervised Clustering and Face Information Fusion. IEEE Trans. Circuits Syst. Video Technol. Jae Young Choi, Wesley De Neve, Yong Man Ro, Konstantinos N. Plataniotis
2010	B	`conf`	Exploiting collective knowledge in an image folksonomy for semantic-based near-duplicate video detection. ICIP Hyun-seok Min, Wesley De Neve, Yong Man Ro
2010	J	`jnl`	Format-independent and metadata-driven media resource adaptation using semantic web technologies. Multim. Syst. Davy Van Deursen, Wim Van Lancker, Sarah De Bruyne, Wesley De Neve, Erik Mannens, Rik Van de Walle
2010	J	`jnl`	Full-Reference Video Quality Metric for Fully Scalable and Mobile SVC Content. IEEE Trans. Broadcast. Hosik Sohn, Hana Yoo, Wesley De Neve, Cheon Seog Kim, Yong Man Ro
2010	A	`conf`	Image tag refinement along the 'what' dimension using tag categorization and neighbor voting. ICME Sihyoung Lee, Wesley De Neve, Yong Man Ro
2010	J	`jnl`	MAP-based image tag recommendation using a visual folksonomy. Pattern Recognit. Lett. Sihyoung Lee, Wesley De Neve, Konstantinos N. Plataniotis, Yong Man Ro
2010	J	`jnl`	NinSuna: a fully integrated platform for format-independent multimedia content adaptation and delivery using Semantic Web technologies. Multim. Tools Appl. Davy Van Deursen, Wim Van Lancker, Wesley De Neve, Tom Paridaens, Erik Mannens, Rik Van de Walle
2010	B	`conf`	Semantic Concept Detection for User-Generated Video Content Using a Refined Image Folksonomy. MMM Hyun-seok Min, Sihyoung Lee, Wesley De Neve, Yong Man Ro
2010	J	`jnl`	Tag refinement in an image folksonomy using visual similarity and tag co-occurrence statistics. Signal Process. Image Commun. Sihyoung Lee, Wesley De Neve, Yong Man Ro
2010	J	`jnl`	Towards an automatic face indexing system for actor-based video services in an IPTV environment. IEEE Trans. Consumer Electron. Jae Young Choi, Wesley De Neve, Yong Man Ro
2010	A	`conf`	Towards using semantic features for near-duplicate video detection. ICME Hyun-seok Min, Wesley De Neve, Yong Man Ro
2009	C	`conf`	A Statistical and Iterative Method for Data Hiding in Palette-Based Images. IWDW Semin Kim, Wesley De Neve, Yong Man Ro
2009	J	`jnl`	An Objective Perceptual Quality-Based ADTE for Adapting Mobile SVC Video Content. IEICE Trans. Inf. Syst. Cheon Seog Kim, Hosik Sohn, Wesley De Neve, Yong Man Ro
2009	—	`conf`	Face annotation for personal photos using collaborative face recognition in online social networks. DPS Jae Young Choi, Wesley De Neve, Yong Man Ro, Konstantinos N. Plataniotis
2009	J	`jnl`	Improved BSDL-based content adaptation for JPEG 2000 and HD Photo (JPEG XR). Signal Process. Image Commun. Wesley De Neve, Davy Van Deursen, Wim Van Lancker, Yong Man Ro, Rik Van de Walle
2009	C	`conf`	Near-Duplicate Video Detection Using Temporal Patterns of Semantic Concepts. ISM Hyun-seok Min, Jae Young Choi, Wesley De Neve, Yong Man Ro
2009	B	`conf`	Privacy Protection in Video Surveillance Systems Using Scalable Video Coding. AVSS Hosik Sohn, Esla Timothy Anzaku, Wesley De Neve, Yong Man Ro, Konstantinos N. Plataniotis
2009	A*	`conf`	Region-of-interest scrambling for scalable surveillance video using JPEG XR. ACM Multimedia Hosik Sohn, Wesley De Neve, Yong Man Ro
2009	C	`conf`	Semantic adaptation of synchronized multimedia streams in a format-independent way. PCS Davy Van Deursen, Wesley De Neve, Wim Van Lancker, Rik Van de Walle
2009	B	`conf`	Semantic annotation of personal video content using an image folksonomy. ICIP Hyun-seok Min, Jae Young Choi, Wesley De Neve, Yong Man Ro, Konstantinos N. Plataniotis
2009	—	`conf`	Semantic home video categorization. Image Processing: Algorithms and Systems Hyun-seok Min, Young Bok Lee, Wesley De Neve, Yong Man Ro
2008	J	`jnl`	A compressed-domain approach for shot boundary detection on H.264/AVC bit streams. Signal Process. Image Commun. Sarah De Bruyne, Davy Van Deursen, Jan De Cock, Wesley De Neve, Peter Lambert, Rik Van de Walle
2008	C	`conf`	NinSuna: A Format-Independent Multimedia Content Adaptation Platform Based on Semantic Web Technologies. ISM Davy Van Deursen, Wim Van Lancker, Tom Paridaens, Wesley De Neve, Erik Mannens, Rik Van de Walle
2008	J	`jnl`	gBFlavor: a new tool for fast and automatic generation of generic bitstream syntax descriptions. Multim. Tools Appl. Davy Van Deursen, Wesley De Neve, Davy De Schrijver, Rik Van de Walle
2007	J	`jnl`	An optimized MPEG-21 BSDL framework for the adaptation of scalable bitstreams. J. Vis. Commun. Image Represent. Davy De Schrijver, Wesley De Neve, Koen De Wolf, Robbie De Sutter, Rik Van de Walle
2007	C	`conf`	Analysis of Prediction Mode Decision in Spatial Enhancement Layers in H.264/AVC SVC. CAIP Koen De Wolf, Davy De Schrijver, Wesley De Neve, Saar De Zutter, Peter Lambert, Rik Van de Walle
2007	Misc	`conf`	Automatic generation of generic Bitstream Syntax Descriptions applied to H.264/AVC SVC encoded video streams. ICIAP Davy Van Deursen, Wesley De Neve, Davy De Schrijver, Rik Van de Walle
2007	—	`conf`	Efficient context management in context-aware environments. MobiMedia Saar De Zutter, Jürgen Slowack, Wesley De Neve, Rik Van de Walle
2007	B	`conf`	Exploitation of Combined Scalability in Scalable H.264/AVC Bitstreams by Using an MPEG-21 XML-Driven Framework. ACIVS Davy De Schrijver, Wesley De Neve, Koen De Wolf, Davy Van Deursen, Rik Van de Walle
2007	—	`conf`	Motion Compensation and Reconstruction of H.264/AVC Video Bitstreams using the GPU. WIAMIS Bart Pieters, Dieter Van Rijsselbergen, Wesley De Neve, Rik Van de Walle
2007	C	`conf`	MuMiVA: A Multimedia Delivery Platform Using Format-Agnostic, XML-Driven Content Adaptation. ISM Davy Van Deursen, Sarah De Bruyne, Wim Van Lancker, Wesley De Neve, Davy De Schrijver, Hermann Hellwagner, Rik Van de Walle
2007	—	`conf`	Performance Evaluation of Adaptive Residual Interpolation, a Tool for Inter-layer Prediction in H.264/AVC Scalable Video Coding. SCIA Koen De Wolf, Davy De Schrijver, Jan De Cock, Wesley De Neve, Rik Van de Walle
2007	—	`conf`	Predictable Processing of Multimedia Content, Using MPEG-21 Digital Item Processing. PCM Chris Poppe, Frederik De Keukelaere, Saar De Zutter, Sarah De Bruyne, Wesley De Neve, Rik Van de Walle
2007	—	`conf`	Shot Boundary Detection for H.264/AVC Bitstreams with Frames Containing Multiple Types of Slices. PCM Sarah De Bruyne, Wesley De Neve, Davy De Schrijver, Peter Lambert, Piet Verhoeve, Rik Van de Walle
2007	—	`conf`	Temporal Video Segmentation on H.264/AVC Compressed Bitstreams. MMM (1) Sarah De Bruyne, Wesley De Neve, Koen De Wolf, Davy De Schrijver, Piet Verhoeve, Rik Van de Walle
2007	—	`conf`	XML-based Exploitation of Region of Interest Scalability in Scalable Video Coding. WIAMIS Davy De Schrijver, Wesley De Neve, Davy Van Deursen, Yves Dhondt, Rik Van de Walle
2007	—	`conf`	XML-driven Bitrate Adaptation of SVC Bitstreams. WIAMIS Tom Paridaens, Davy De Schrijver, Wesley De Neve, Rik Van de Walle
2007	C	`conf`	XML-driven Exploitation of Combined Scalability in Scalable H.264/AVC Bitstreams. ISCAS Davy De Schrijver, Wesley De Neve, Koen De Wolf, Peter Lambert, Davy Van Deursen, Rik Van de Walle
2006	B	`conf`	A Real-Time Content Adaptation Framework for Exploiting ROI Scalability in H.264/AVC. ACIVS Peter Lambert, Davy De Schrijver, Davy Van Deursen, Wesley De Neve, Yves Dhondt, Rik Van de Walle
2006	—	`conf`	A Real-Time XML-Based Adaptation System for Scalable Video Formats. PCM Davy Van Deursen, Davy De Schrijver, Wesley De Neve, Rik Van de Walle
2006	—	`conf`	Adaptive Residual Interpolation: a Tool for Efficient Spatial Scalability in Digital Video Coding. IPCV Koen De Wolf, Davy De Schrijver, Wesley De Neve, Rik Van de Walle
2006	J	`jnl`	BFlavor: A harmonized approach to media resource adaptation, inspired by MPEG-21 BSDL and XFlavor. Signal Process. Image Commun. Wesley De Neve, Davy Van Deursen, Davy De Schrijver, Sam Lerouge, Koen De Wolf, Rik Van de Walle
2006	J	`jnl`	Flexible macroblock ordering in H.264/AVC. J. Vis. Commun. Image Represent. Peter Lambert, Wesley De Neve, Yves Dhondt, Rik Van de Walle
2006	J	`jnl`	MPEG-21 bitstream syntax descriptions for scalable video codecs. Multim. Syst. Davy De Schrijver, Chris Poppe, Sam Lerouge, Wesley De Neve, Rik Van de Walle
2006	—	`conf`	On an Evaluation of Transformation Languages in a Fully XML-Driven Framework for Video Content Adaptation. ICICIC (3) Davy De Schrijver, Wesley De Neve, Davy Van Deursen, Jan De Cock, Rik Van de Walle
2006	J	`jnl`	Rate-distortion performance of H.264/AVC compared to state-of-the-art video codecs. IEEE Trans. Circuits Syst. Video Technol. Peter Lambert, Wesley De Neve, Peter De Neve, Ingrid Moerman, Piet Demeester, Rik Van de Walle
2006	—	`conf`	Real-Time BSD-Driven Adaptation Along the Temporal Axis of H.264/AVC Bitstreams. PCM Wesley De Neve, Davy De Schrijver, Davy Van Deursen, Peter Lambert, Rik Van de Walle
2006	—	`conf`	SNR Scalability in H.264/AVC Using Data Partitioning. PCM Stefaan Mys, Peter Lambert, Wesley De Neve, Piet Verhoeve, Rik Van de Walle
2006	—	`conf`	Using Placeholder Slices and MPEG-21 BSDL for ROI Extraction in H.264/AVC FMO-Encoded Bitstreams. ICETE (Selected Papers) Peter Lambert, Wesley De Neve, Davy De Schrijver, Yves Dhondt, Rik Van de Walle
2006	—	`conf`	Using Placeholder Slices and MPEG-21 BSDL for ROI Extraction in H.264/AVC FMO-Encoded Bitstreams. SIGMAP Peter Lambert, Wesley De Neve, Davy De Schrijver, Yves Dhondt, Rik Van de Walle
2006	C	`conf`	XML-based customization along the scalability axes of H.264/AVC scalable video coding. ISCAS Davy De Schrijver, Wesley De Neve, Koen De Wolf, Stijn Notebaert, Rik Van de Walle
2005	A*	`conf`	GPU-assisted decoding of video samples represented in the YCoCg-R color space. ACM Multimedia Wesley De Neve, Dieter Van Rijsselbergen, Charles-Frederik Hollemeersch
2005	C	`conf`	Generating MPEG-21 BSDL Descriptions Using Context-Related Attributes. ISM Davy De Schrijver, Wesley De Neve, Koen De Wolf, Rik Van de Walle
2005	—	`conf`	Using Bitstream Structure Descriptions for the Exploitation of Multi-layered Temporal Scalability in H.264/AVC's Base Specification. PCM (1) Wesley De Neve, Davy Van Deursen, Davy De Schrijver, Koen De Wolf, Rik Van de Walle
2004	C	`conf`	Assessment of the compression efficiency of the MPEG-4 AVC specification. VCIP Wesley De Neve, Peter Lambert, Sam Lerouge, Rik Van de Walle