Ferdous Sohel - RankMe

154 papers A* 1A 2B 5C 2Misc 12Journal 113Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	3D-CDNeT: Cross-domain learning with enhanced speed and robustness for point cloud recognition. Neurocomputing Abu Bakor Hayat Arnob, A. A. M. Muzahid, Hua Han, Yujin Zhang, Ferdous Sohel
2026	J	`jnl`	A computational learning pipeline for glaucoma progression detection based on the prediction of visual field changes from fundus photographs. Expert Syst. Appl. Md. Reduanul Haque, Andrew Mehnert, William H. Morgan, Graham Mann, Ferdous Sohel
2026	J	`jnl`	A semi-supervised approach for classifying insect developmental phases from repurposed IP102. Comput. Electron. Agric. Fatin Faiaz Ahsan, Melissa L. Thomas, Hamid Laga, Ferdous Sohel
2026	J	`jnl`	Automatic pixel-level annotation for plant disease severity estimation. Comput. Electron. Agric. Masoud Rezaei, Dean Diepeveen, Hamid Laga, Ferdous Sohel
2026	J	`jnl`	Explainable artificial intelligence models for detecting suspicious bank transactions. Int. J. Mach. Learn. Cybern. Narasimha Kumar Narasapuram, Syed Afaq Ali Shah, Mohd Fairuz Shiratuddin, Ferdous Sohel
2026	J	`jnl`	Joint Adversarial Attack: An Effective Approach to Evaluate Robustness of 3D Object Tracking. Pattern Recognit. Riran Cheng, Xupeng Wang, Ferdous Sohel, Hang Lei
2026	J	`jnl`	MultiShadow: Multi-Object Shadow Generation for Image Compositing via Diffusion Model. CoRR Waqas Ahmed, Dean Diepeveen, Ferdous Sohel
2026	J	`jnl`	QTopic: A novel quantum perspective on learning topics from text. Neurocomputing Monika Kabir, Mohammed Kaosar, Ferdous Sohel
2026	J	`jnl`	Real-time fault detection in multirotor UAVs using lightweight deep learning and high-fidelity simulation data with single and double fault magnitudes. Complex Intell. Syst. Md. Najmul Mowla, Davood Asadi, Ferdous Sohel
2026	J	`jnl`	Towards building robust models for unimodal and multimodal medical imaging data. Inf. Fusion Joy Dhar, Puneet Goyal, Maryam Haghighat, Nayyar Zaidi, Ferdous Sohel, Quoc Bao Vo, KC Santosh
2025	J	`jnl`	A Riemannian Framework for the Elastic Analysis of the Spatiotemporal Variability in the Shape and Structure of Tree-like 4D Objects. CoRR Tahmina Khanam, Hamid Laga, Mohammed Bennamoun, Guanjin Wang, Ferdous Sohel, Farid Boussaïd, Guan Wang, Anuj Srivastava
2025	J	`jnl`	A comprehensive survey of imaging-based methods of measuring intracranial pressure. Biomed. Signal Process. Control. A. Z. M. Ehtesham Chowdhury, Graham Mann, William H. Morgan, Andrew Mehnert, Ferdous Sohel
2025	J	`jnl`	A transformer-based few-shot learning pipeline for barley disease detection from field-collected imagery. Comput. Electron. Agric. Masoud Rezaei, Dean Diepeveen, Hamid Laga, Sanjiv Gupta, Michael G. K. Jones, Ferdous Sohel
2025	J	`jnl`	Auxiliary Tasks Enhanced Dual-Affinity Learning for Weakly Supervised Semantic Segmentation. IEEE Trans. Neural Networks Learn. Syst. Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Wanli Ouyang, Ferdous Sohel, Dan Xu
2025	J	`jnl`	Black-Box Explainability-Guided Adversarial Attack for 3D Object Tracking. IEEE Trans. Circuits Syst. Video Technol. Riran Cheng, Xupeng Wang, Ferdous Sohel, Hang Lei
2025	J	`jnl`	Body-part-based individual feral cat identification from camera trap images using deep learning. Ecol. Informatics Rio Rifqi Syah Akbar, Matthew W. Rees, Patricia A. Fleming, Ferdous Sohel
2025	J	`jnl`	Conditional plane-based multi-scene representation for novel view synthesis. Neurocomputing Uchitha Rajapaksha, Hamid Laga, Dean Diepeveen, Mohammed Bennamoun, Ferdous Sohel
2025	J	`jnl`	Deep Learning based Payload Optimization for Image Transmission over LoRa with HARQ. Internet Things Khondoker Ziaul Islam, David Murray, Dean Diepeveen, Michael G. K. Jones, Ferdous Sohel
2025	J	`jnl`	Deep learning-based analysis of insect life stages using a repurposed dataset. Ecol. Informatics Fatin Faiaz Ahsan, Melissa L. Thomas, Hamid Laga, Ferdous Sohel
2025	—	`conf`	DormGuardNet: A Lightweight Deep Learning Model for Detecting Prohibited Items in Student Dormitory Environments. ICCAE Imrul Jahid, A. A. M. Muzahid, Reda Lamtoueh, Sayed Jobaer, Nazratun Naim Neha, Hua Han, Yujin Zhang, Ferdous Sohel
2025	J	`jnl`	Dual-Phase Framework for Few-Shot Hyperspectral Image Classification With Spatiospectral Masked Autoencoder and Episode Training. IEEE Trans. Geosci. Remote. Sens. Wijayanti Nurul Khotimah, Mohammed Bennamoun, Farid Boussaïd, Lian Xu, Ferdous Sohel
2025	J	`jnl`	Enhanced concrete crack segmentation with MSMC-U-Net: integrating multiscale features and contextual analysis for infrastructure safety. Expert Syst. Appl. Sachal Pervaiz, Changqing Cai, Rawal Javed, Shuangyin Liu, Ferdous Sohel, Shahbaz Gul Hassan, Huakun Huang
2025	J	`jnl`	FlexiCrackNet: A Flexible Pipeline for Enhanced Crack Segmentation with General Features Transfered from SAM. CoRR Xinlong Wan, Xiaoyan Jiang, Guangsheng Luo, Ferdous Sohel, Jenq-Neng Hwang
2025	J	`jnl`	GNF: Gaussian Neural Fields for Multidimensional Signal Representation and Reconstruction. Comput. Graph. Forum Abelaziz Bouzidi, Hamid Laga, Hazem Wannous, Ferdous Sohel
2025	—	`conf`	Hybrid Feature Extraction for 12-Lead Ecg Classification by Integrating Handcrafted and Deep Learning Techniques. ICCAE Oleksandr Ponemash, A. A. M. Muzahid, Reda Lamtoueh, Hua Han, Yujin Zhang, Ferdous Sohel
2025	—	`conf`	Intelligent Intrusion Detection in IoT: Integrating Machine Learning and Feature Automation. ICCAE Nazratun Naim Neha, A. A. M. Muzahid, Md Shamsuzzoha, Imrul Jahid, Hua Han, Yujin Zhang, Md Musabbir Hossain, Ferdous Sohel
2025	J	`jnl`	LHQNN: sequential and non-sequential layered hybrid quantum neural networks for image classification. Quantum Mach. Intell. Monika Kabir, Mohammed Kaosar, Hamid Laga, Ferdous Sohel
2025	Misc	`conf`	LiDAR-SPD: Improving Adversarial Robustness of 3D Object Detection via Spherical Projection and Diffusion. ICASSP Mumuxin Cai, Xupeng Wang, Ferdous Sohel, Hang Lei
2025	Misc	`conf`	RSM: Refined Saliency Map For Explainable 3D Object Tracking. ICASSP Riran Cheng, Xupeng Wang, Ferdous Sohel, Hang Lei
2025	J	`jnl`	RSUIA: Dynamic No-Reference Underwater Image Assessment via Reinforcement Sequences. IEEE Trans. Multim. Jingchun Zhou, Chunjiang Liu, Dehuan Zhang, Zongxin He, Ferdous Sohel, Qiuping Jiang
2025	Misc	`conf`	Superpoints Guided Local Explanation For Deep 3D Trackers. ICASSP Riran Cheng, Xupeng Wang, Ferdous Sohel, Hang Lei
2025	J	`jnl`	Transferable universal adversarial attack against 3D object detection with latent feature disruption. J. Syst. Archit. Mumuxin Cai, Xupeng Wang, Ferdous Sohel, Dian Xiao, Hang Lei
2024	J	`jnl`	A Pixel Distribution Remapping and Multi-Prior Retinex Variational Model for Underwater Image Enhancement. IEEE Trans. Multim. Jingchun Zhou, Shiyin Wang, Zifan Lin, Qiuping Jiang, Ferdous Sohel
2024	—	`conf`	A Riemannian Approach for Spatiotemporal Analysis and Generation of 4D Tree-Shaped Structures. ECCV (67) Tahmina Khanam, Hamid Laga, Mohammed Bennamoun, Guanjin Wang, Ferdous Sohel, Farid Boussaïd, Guan Wang, Anuj Srivastava
2024	J	`jnl`	A Riemannian Approach for Spatiotemporal Analysis and Generation of 4D Tree-shaped Structures. CoRR Tahmina Khanam, Hamid Laga, Mohammed Bennamoun, Guanjin Wang, Ferdous Sohel, Farid Boussaïd, Guan Wang, Anuj Srivastava
2024	J	`jnl`	An Intra-BRNN and GB-RVQ Based END-TO-END Neural Audio Codec. CoRR Linping Xu, Jiawei Jiang, Dejun Zhang, Xianjun Xia, Li Chen, Yijian Xiao, Piao Ding, Shenyi Song, Sixing Yin, Ferdous Sohel
2024	J	`jnl`	An ensembled method for predicting dissolved oxygen level in aquaculture environment. Ecol. Informatics Dachun Feng, Qianyu Han, Longqin Xu, Ferdous Sohel, Shahbaz Gul Hassan, Shuangyin Liu
2024	J	`jnl`	Auxiliary Tasks Enhanced Dual-affinity Learning for Weakly Supervised Semantic Segmentation. CoRR Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Wanli Ouyang, Ferdous Sohel, Dan Xu
2024	J	`jnl`	Contextual Attribution Maps-Guided Transferable Adversarial Attack for 3D Object Detection. Remote. Sens. Mumuxin Cai, Xupeng Wang, Ferdous Sohel, Hang Lei
2024	Misc	`conf`	DEER: Deep Emotion-Sets for Fine-Grained Emotion Recognition. DICTA Sharjeel Tahir, Nima Mirnateghi, Syed Afaq Ali Shah, Ferdous Sohel
2024	J	`jnl`	DRC: Chromatic aberration intensity priors for underwater image enhancement. J. Vis. Commun. Image Represent. Qian Liu, Zongxin He, Dehuan Zhang, Weishi Zhang, Zifan Lin, Ferdous Sohel
2024	J	`jnl`	Deep Learning-based Depth Estimation Methods from Monocular Image and Videos: A Comprehensive Survey. CoRR Uchitha Rajapaksha, Ferdous Sohel, Hamid Laga, Dean Diepeveen, Mohammed Bennamoun
2024	J	`jnl`	Deep Learning-based Depth Estimation Methods from Monocular Image and Videos: A Comprehensive Survey. ACM Comput. Surv. Uchitha Rajapaksha, Ferdous Sohel, Hamid Laga, Dean Diepeveen, Mohammed Bennamoun
2024	J	`jnl`	Deep learning for 3D object recognition: A survey. Neurocomputing A. A. M. Muzahid, Hua Han, Yujin Zhang, Dawei Li, Yuhe Zhang, Junaid Jamshid, Ferdous Sohel
2024	J	`jnl`	Diffusion Models-Based Purification for Common Corruptions on Robust 3D Object Detection. Sensors Mumuxin Cai, Xupeng Wang, Ferdous Sohel, Hang Lei
2024	Misc	`conf`	Dynamic View Synthesis of Thin Structures with Short-term Movements from Monocular Videos Using Neural Radiance Fields. DICTA Uchitha Rajapaksha, Hamid Laga, Dean Diepeveen, Mohammed Bennamoun, Ferdous Sohel
2024	J	`jnl`	Early frost detection in wheat using machine learning from vertical temperature distributions. Comput. Electron. Agric. Sayma Shammi, Dean Diepeveen, Sebastian Zander, Michael G. K. Jones, Ferdous Sohel
2024	J	`jnl`	LoRa localisation using single mobile gateway. Comput. Commun. Khondoker Ziaul Islam, David Murray, Dean Diepeveen, Michael G. K. Jones, Ferdous Sohel
2024	J	`jnl`	LoRa-based outdoor localization and tracking using unsupervised symbolization. Internet Things Khondoker Ziaul Islam, David Murray, Dean Diepeveen, Michael G. K. Jones, Ferdous Sohel
2024	J	`jnl`	Multi-task learning model for agricultural pest detection from crop-plant imagery: A Bayesian approach. Comput. Electron. Agric. Abderraouf Amrani, Dean Diepeveen, David Murray, Michael G. K. Jones, Ferdous Sohel
2024	J	`jnl`	Plant disease recognition in a low data scenario using few-shot learning. Comput. Electron. Agric. Masoud Rezaei, Dean Diepeveen, Hamid Laga, Michael G. K. Jones, Ferdous Sohel
2023	J	`jnl`	A Novel AUC Maximization Imbalanced Learning Approach for Predicting Composite Outcomes in COVID-19 Hospitalized Patients. IEEE J. Biomed. Health Informatics Guanjin Wang, Stephen Wai Hang Kwok, Muhammed Yousufuddin, Ferdous Sohel
2023	J	`jnl`	An AUC-maximizing classifier for skewed and partially labeled data with an application in clinical prediction modeling. Knowl. Based Syst. Guanjin Wang, Stephen Wai Hang Kwok, Daniel Axford, Muhammed Yousufuddin, Ferdous Sohel
2023	A	`conf`	An Intra-BRNN and GB-RVQ Based END-TO-END Neural Audio Codec. INTERSPEECH Linping Xu, Jiawei Jiang, Dejun Zhang, Xianjun Xia, Li Chen, Yijian Xiao, Piao Ding, Shenyi Song, Sixing Yin, Ferdous Sohel
2023	J	`jnl`	Anti-aliasing deep image classifiers using novel depth adaptive blurring and activation function. Neurocomputing Md Tahmid Hossain, Shyh Wei Teng, Guojun Lu, Mohammad Arifur Rahman, Ferdous Sohel
2023	J	`jnl`	Cross domain 2D-3D descriptor matching for unconstrained 6-DOF pose estimation. Pattern Recognit. Uzair Nadeem, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel, Aref Miri Rekavandi, Farid Boussaïd
2023	J	`jnl`	Deep learning-based detection of aphid colonies on plants from a reconstructed Comput. Electron. Agric. Abderraouf Amrani, Ferdous Sohel, Dean Diepeveen, David Murray, Michael G. K. Jones
2023	J	`jnl`	Image patch-based deep learning approach for crop and weed recognition. Ecol. Informatics A. S. M. Mahmudul Hasan, Dean Diepeveen, Hamid Laga, Michael G. K. Jones, Ferdous Sohel
2023	J	`jnl`	Lambing event detection using deep learning from accelerometer data. Comput. Electron. Agric. Kirk E. Turner, Ferdous Sohel, Ian Harris, Mark Ferguson, Andrew Thompson
2023	J	`jnl`	MCE-ST: Classifying crop stress using hyperspectral data with a multiscale conformer encoder and spectral-based tokens. Int. J. Appl. Earth Obs. Geoinformation Wijayanti Nurul Khotimah, Mohammed Bennamoun, Farid Boussaïd, Lian Xu, David Edwards, Ferdous Sohel
2023	J	`jnl`	Machine learning-based LoRa localisation using multiple received signal features. IET Wirel. Sens. Syst. Khondoker Ziaul Islam, David Murray, Dean Diepeveen, Michael G. K. Jones, Ferdous Sohel
2023	J	`jnl`	Topology-aware universal adversarial attack on 3D object tracking. Vis. Intell. Riran Cheng, Xupeng Wang, Ferdous Sohel, Hang Lei
2022	J	`jnl`	A reinforcement learning-based approach for imputing missing data. Neural Comput. Appl. Saqib Ejaz Awan, Mohammed Bennamoun, Ferdous Sohel, Frank M. Sanfilippo, Girish Dwivedi
2022	Misc	`conf`	Adversary Distillation for One-Shot Attacks on 3D Target Tracking. ICASSP Zhengyi Wang, Xupeng Wang, Ferdous Sohel, Mohammed Bennamoun, Yong Liao, Jiali Yu
2022	J	`jnl`	Bidirectional Mapping Coupled GAN for Generalized Zero-Shot Learning. IEEE Trans. Image Process. Tasfia Shermin, Shyh Wei Teng, Ferdous Sohel, M. Manzur Murshed, Guojun Lu
2022	J	`jnl`	Erratum to "Progressive conditional GAN-based augmentation for 3D object recognition" [Neurocomputing 460 (2021) 20-30]. Neurocomputing A. A. M. Muzahid, Wanggen Wan, Ferdous Sohel, Mohammed Bennamoun, Li Hou, Hidayat Ullah
2022	J	`jnl`	Integrated generalized zero-shot learning for fine-grained classification. Pattern Recognit. Tasfia Shermin, Shyh Wei Teng, Ferdous Sohel, M. Manzur Murshed, Guojun Lu
2022	J	`jnl`	Machine learning-based detection of freezing events using infrared thermography. Comput. Electron. Agric. Sayma Shammi, Ferdous Sohel, Dean Diepeveen, Sebastian Zander, Michael G. K. Jones, Amanuel Bekuma, Ben Biddulph
2022	J	`jnl`	Performance of multilabel machine learning models and risk stratification schemas for predicting stroke and bleeding risk in patients with non-valvular atrial fibrillation. Comput. Biol. Medicine Juan Lu, Rebecca Hutchens, Joseph Hung, Mohammed Bennamoun, Brendan McQuillan, Tom Briffa, Ferdous Sohel, Kevin Murray, Jonathon Stewart, Benjamin J. W. Chow, Frank M. Sanfilippo, Girish Dwivedi
2022	J	`jnl`	Performance of multilabel machine learning models and risk stratification schemas for predicting stroke and bleeding risk in patients with non-valvular atrial fibrillation. CoRR Juan Lu, Rebecca Hutchens, Joseph Hung, Mohammed Bennamoun, Brendan McQuillan, Tom Briffa, Ferdous Sohel, Kevin Murray, Jonathon Stewart, Benjamin J. W. Chow, Frank M. Sanfilippo, Girish Dwivedi
2022	J	`jnl`	SC-CAN: Spectral Convolution and Channel Attention Network for Wheat Stress Classification. Remote. Sens. Wijayanti Nurul Khotimah, Farid Boussaïd, Ferdous Sohel, Lian Xu, David Edwards, Xiu Jin, Mohammed Bennamoun
2021	Misc	`ed.`	2021 Digital Image Computing: Techniques and Applications, DICTA 2021, Gold Coast, Australia, November 29 - December 1, 2021 DICTA Jun Zhou, Olivier Salvado, Ferdous Sohel, Paulo Borges, Shilin Wang
2021	J	`jnl`	A Survey of Deep Learning Techniques for Weed Detection from Images. CoRR A. S. M. Mahmudul Hasan, Ferdous Sohel, Dean Diepeveen, Hamid Laga, Michael G. K. Jones
2021	J	`jnl`	A novel network training approach for open set image recognition. CoRR Md Tahmid Hossain, Shyh Wei Teng, Guojun Lu, Ferdous Sohel
2021	J	`jnl`	A survey of deep learning techniques for weed detection from images. Comput. Electron. Agric. A. S. M. Mahmudul Hasan, Ferdous Sohel, Dean Diepeveen, Hamid Laga, Michael G. K. Jones
2021	J	`jnl`	Adversarial Network With Multiple Classifiers for Open Set Domain Adaptation. IEEE Trans. Multim. Tasfia Shermin, Guojun Lu, Shyh Wei Teng, M. Manzur Murshed, Ferdous Sohel
2021	J	`jnl`	Adversarial point cloud perturbations against 3D object detection in autonomous driving systems. Neurocomputing Xupeng Wang, Mumuxin Cai, Ferdous Sohel, Nan Sang, Zhengwei Chang
2021	J	`jnl`	An Integrated Attribute Guided Dense Attention Model for Fine-Grained Generalized Zero-Shot Learning. CoRR Tasfia Shermin, Shyh Wei Teng, Ferdous Sohel, M. Manzur Murshed, Guojun Lu
2021	J	`jnl`	Anomaly Detection in Operating System Logs with Deep Learning-Based Sentiment Analysis. IEEE Trans. Dependable Secur. Comput. Hudan Studiawan, Ferdous Sohel, Christian Payne
2021	J	`jnl`	Anomaly detection in a forensic timeline with deep autoencoders. J. Inf. Secur. Appl. Hudan Studiawan, Ferdous Sohel
2021	J	`jnl`	Anti-aliasing Deep Image Classifiers using Novel Depth Adaptive Blurring and Activation Function. CoRR Md Tahmid Hossain, Shyh Wei Teng, Ferdous Sohel, Guojun Lu
2021	J	`jnl`	Atrous convolutional feature network for weakly supervised semantic segmentation. Neurocomputing Lian Xu, Hao Xue, Mohammed Bennamoun, Farid Boussaïd, Ferdous Sohel
2021	J	`jnl`	CurveNet: Curvature-Based Multitask Learning Deep Networks for 3D Object Recognition. IEEE CAA J. Autom. Sinica A. A. M. Muzahid, Wanggen Wan, Ferdous Sohel, Lianyao Wu, Li Hou
2021	J	`jnl`	Diffusion Geometry Derived Keypoints and Local Descriptors for 3D Deformable Shape Analysis. J. Circuits Syst. Comput. Xupeng Wang, Mohammed Bennamoun, Ferdous Sohel, Hang Lei
2021	J	`jnl`	Energy-cost aware off-grid base stations with IoT devices for developing a green heterogeneous network. CoRR Khondoker Ziaul Islam, Md. Sanwar Hossain, B. M. Ruhul Amin, Ferdous Sohel
2021	J	`jnl`	Imputation of missing data with class imbalance using conditional generative adversarial networks. Neurocomputing Saqib Ejaz Awan, Mohammed Bennamoun, Ferdous Sohel, Frank M. Sanfilippo, Girish Dwivedi
2021	A*	`conf`	Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation. ICCV Lian Xu, Wanli Ouyang, Mohammed Bennamoun, Farid Boussaïd, Ferdous Sohel, Dan Xu
2021	J	`jnl`	Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation. CoRR Lian Xu, Wanli Ouyang, Mohammed Bennamoun, Farid Boussaïd, Ferdous Sohel, Dan Xu
2021	J	`jnl`	Modelling Mass Crowd Using Discrete Event Simulation: A Case Study of Integrated Tawaf and Sayee Rituals During Hajj. IEEE Access Almoaid Owaidah, Doina Olaru, Mohammed Bennamoun, Ferdous Sohel, R. Nazim Khan
2021	B	`conf`	PD-Net: Point Dropping Network for Flexible Adversarial Example Generation with $L_{0}$ Regularization. IJCNN Zhengyi Wang, Xupeng Wang, Ferdous Sohel, Yong Liao
2021	J	`jnl`	Progressive conditional GAN-based augmentation for 3D object recognition. Neurocomputing A. A. M. Muzahid, Wanggen Wan, Ferdous Sohel, Mohammed Bennamoun, Li Hou, Hidayat Ullah
2021	J	`jnl`	Real time surveillance for low resolution and limited data scenarios: An image set classification approach. Inf. Sci. Uzair Nadeem, Syed Afaq Ali Shah, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel
2021	J	`jnl`	Robust Image Classification Using a Low-Pass Activation Function and DCT Augmentation. IEEE Access Md Tahmid Hossain, Shyh Wei Teng, Ferdous Sohel, Guojun Lu
2021	J	`jnl`	Text to Image Synthesis for Improved Image Captioning. IEEE Access Md. Zakir Hossain, Ferdous Sohel, Mohd Fairuz Shiratuddin, Hamid Laga, Mohammed Bennamoun
2021	J	`jnl`	Weed Recognition using Deep Learning Techniques on Class-imbalanced Imagery. CoRR A. S. M. Mahmudul Hasan, Ferdous Sohel, Dean Diepeveen, Hamid Laga, Michael G. K. Jones
2020	J	`jnl`	3D Object Classification Using a Volumetric Deep Neural Network: An Efficient Octree Guided Auxiliary Learning Approach. IEEE Access A. A. M. Muzahid, Wanggen Wan, Ferdous Sohel, Naimat-Ullah Khan, Ofelia Cervantes Villagómez, Hidayat Ullah
2020	J	`jnl`	A High-Performance Spectral-Spatial Residual Network for Hyperspectral Image Classification with Small Training Data. Remote. Sens. Wijayanti Nurul Khotimah, Mohammed Bennamoun, Farid Boussaïd, Ferdous Sohel, David Edwards
2020	J	`jnl`	A review of the uses of virtual reality in engineering education. Comput. Appl. Eng. Educ. Jaiden A. di Lanzo, Andrew Valentine, Ferdous Sohel, Angie Y. T. Yapp, Kudakwashe C. Muparadzi, Merkorios Abdelmalek
2020	—	`conf`	Automatic Event Log Abstraction to Support Forensic Investigation. ACSW Hudan Studiawan, Ferdous Sohel, Christian Payne
2020	J	`jnl`	Automatic Hierarchical Classification of Kelps Using Deep Residual Features. Sensors Ammar Mahmood, Ana Giraldo Ospina, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussaïd, Renae Hovey, Robert B. Fisher, Gary A. Kendrick
2020	J	`jnl`	Bidirectional Mapping Coupled GAN for Generalized Zero-Shot Learning. CoRR Tasfia Shermin, Shyh Wei Teng, Ferdous Sohel, M. Manzur Murshed, Guojun Lu
2020	J	`jnl`	Imputation of Missing Data with Class Imbalance using Conditional Generative Adversarial Networks. CoRR Saqib Ejaz Awan, Mohammed Bennamoun, Ferdous Sohel, Frank M. Sanfilippo, Girish Dwivedi
2020	J	`jnl`	Learning Latent Global Network for Skeleton-Based Action Prediction. IEEE Trans. Image Process. Qiuhong Ke, Mohammed Bennamoun, Hossein Rahmani, Senjian An, Ferdous Sohel, Farid Boussaïd
2020	J	`jnl`	Multi-Task Learning for Acoustic Event Detection Using Event and Frame Position Information. IEEE Trans. Multim. Xianjun Xia, Roberto Togneri, Ferdous Sohel, Yuanjun Zhao, David Huang
2020	J	`jnl`	Open Set Domain Adaptation with Multi-Classifier Adversarial Network. CoRR Tasfia Shermin, Guojun Lu, Shyh Wei Teng, M. Manzur Murshed, Ferdous Sohel
2020	—	`conf`	RCNN for Region of Interest Detection in Whole Slide Images. ICONIP (5) Anupiya Nugaliyadde, Kok Wai Wong, Jeremy Parry, Ferdous Sohel, Hamid Laga, Upeka V. Somaratne, Chris Yeomans, Orchid Foster
2020	J	`jnl`	RCNN for Region of Interest Detection in Whole Slide Images. CoRR Anupiya Nugaliyadde, Kok Wai Wong, Jeremy Parry, Ferdous Sohel, Hamid Laga, Upeka V. Somaratne, Chris Yeomans, Orchid Foster
2020	J	`jnl`	ResFeats: Residual network based features for underwater image classification. Image Vis. Comput. Ammar Mahmood, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussaïd
2020	J	`jnl`	Robust Image Classification Using A Low-Pass Activation Function and DCT Augmentation. CoRR Md Tahmid Hossain, Shyh Wei Teng, Ferdous Sohel, Guojun Lu
2020	J	`jnl`	Scale-Aware Feature Network for Weakly Supervised Semantic Segmentation. IEEE Access Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Ferdous Sohel
2020	J	`jnl`	Sentiment Analysis in a Forensic Timeline With Deep Learning. IEEE Access Hudan Studiawan, Ferdous Sohel, Christian Payne
2020	J	`jnl`	Sound Event Detection Using Multiple Optimized Kernels. IEEE ACM Trans. Audio Speech Lang. Process. Xianjun Xia, Roberto Togneri, Ferdous Sohel, Yuanjun Zhao, Defeng David Huang
2020	J	`jnl`	Unconstrained Matching of 2D and 3D Descriptors for 6-DOF Pose Estimation. CoRR Uzair Nadeem, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel
2019	J	`jnl`	A Comprehensive Survey of Deep Learning for Image Captioning. ACM Comput. Surv. Md. Zakir Hossain, Ferdous Sohel, Mohd Fairuz Shiratuddin, Hamid Laga
2019	J	`jnl`	A Survey: Neural Network-Based Deep Learning for Acoustic Event Detection. Circuits Syst. Signal Process. Xianjun Xia, Roberto Togneri, Ferdous Sohel, Yuanjun Zhao, Defeng Huang
2019	J	`jnl`	A survey on forensic investigation of operating system logs. Digit. Investig. Hudan Studiawan, Ferdous Sohel, Christian Payne
2019	Misc	`conf`	An Improved Approach to Weakly Supervised Semantic Segmentation. ICASSP Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Senjian An, Ferdous Sohel
2019	—	`conf`	Attention-Based Image Captioning Using DenseNet Features. ICONIP (5) Md. Zakir Hossain, Ferdous Sohel, Mohd Fairuz Shiratuddin, Hamid Laga, Mohammed Bennamoun
2019	B	`conf`	Automatic Graph-Based Clustering for Security Logs. AINA Hudan Studiawan, Christian Payne, Ferdous Sohel
2019	J	`jnl`	Auxiliary Classifier Generative Adversarial Network With Soft Labels in Imbalanced Acoustic Event Detection. IEEE Trans. Multim. Xianjun Xia, Roberto Togneri, Ferdous Sohel, Defeng Huang
2019	Misc	`conf`	Bi-SAN-CAP: Bi-Directional Self-Attention for Image Captioning. DICTA Md. Zakir Hossain, Ferdous Sohel, Mohd Fairuz Shiratuddin, Hamid Laga, Mohammed Bennamoun
2019	C	`conf`	Body Detection in Spectator Crowd Images Using Partial Heads. PSIVT Yasir Jan, Ferdous Sohel, Mohd Fairuz Shiratuddin, Kok Wai Wong
2019	B	`conf`	Coral Classification Using DenseNet and Cross-modality Transfer Learning. IJCNN Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Senjian An, Ferdous Sohel
2019	Misc	`conf`	Deep Fusion Net for Coral Classification in Fluorescence and Reflectance Images. DICTA Uzair Nadeem, Mohammed Bennamoun, Ferdous Sohel, Roberto Togneri
2019	—	`ch.`	Deep Learning for Marine Species Recognition. Handbook of Deep Learning Applications Lian Xu, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussaïd
2019	—	`ch.`	Deep Learning for Scene Understanding. Handbook of Deep Learning Applications Uzair Nadeem, Syed Afaq Ali Shah, Ferdous Sohel, Roberto Togneri, Mohammed Bennamoun
2019	J	`jnl`	Deep learning-based 3D local feature descriptor from Mercator projections. Comput. Aided Geom. Des. Masoumeh Rezaei, Mehdi Rezaeian, Vali Derhami, Ferdous Sohel, Mohammed Bennamoun
2019	J	`jnl`	Direct Image to Point Cloud Descriptors Matching for 6-DOF Camera Localization in Dense 3D Point Cloud. CoRR Uzair Nadeem, Mohammad A. A. K. Jalwana, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel
2019	—	`conf`	Direct Image to Point Cloud Descriptors Matching for 6-DOF Camera Localization in Dense 3D Point Clouds. ICONIP (2) Uzair Nadeem, Mohammad A. A. K. Jalwana, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel
2019	C	`conf`	Enhanced Transfer Learning with ImageNet Trained Classification Layer. PSIVT Tasfia Shermin, Shyh Wei Teng, M. Manzur Murshed, Guojun Lu, Ferdous Sohel, Manoranjan Paul
2019	—	`conf`	Enhancing Semantic Word Representations by Embedding Deep Word Relationships. ICCAE Anupiya Nugaliyadde, Kok Wai Wong, Ferdous Sohel, Hong Xie
2019	J	`jnl`	Enhancing Semantic Word Representations by Embedding Deeper Word Relationships. CoRR Anupiya Nugaliyadde, Kok Wai Wong, Ferdous Sohel, Hong Xie
2019	J	`jnl`	Hierarchical Classification of Kelps utilizing Deep Residual Features. CoRR Ammar Mahmood, Ana Giraldo Ospina, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussaïd, Renae Hovey, Robert B. Fisher, Gary A. Kendrick
2019	Misc	`conf`	Improving Follicular Lymphoma Identification using the Class of Interest for Transfer Learning. DICTA Upeka Somaratne, Kok Wai Wong, Jeremy Parry, Ferdous Sohel, Xuequn Wang, Hamid Laga
2019	J	`jnl`	Language Modeling through Long Term Memory Network. CoRR Anupiya Nugaliyadde, Kok Wai Wong, Ferdous Sohel, Hong Xie
2019	B	`conf`	Language Modeling through Long-Term Memory Network. IJCNN Anupiya Nugaliyadde, Ferdous Sohel, Kok Wai Wong, Hong Xie
2019	—	`conf`	Learning-Based Confidence Estimation for Multi-modal Classifier Fusion. ICONIP (2) Uzair Nadeem, Mohammed Bennamoun, Ferdous Sohel, Roberto Togneri
2019	—	`conf`	MON: Multiple Output Neurons. ICONIP (5) Yasir Jan, Ferdous Sohel, Mohd Fairuz Shiratuddin, Kok Wai Wong
2019	J	`jnl`	NormalNet: A voxel-based CNN for 3D object classification and retrieval. Neurocomputing Cheng Wang, Ming Cheng, Ferdous Sohel, Mohammed Bennamoun, Jonathan Li
2019	J	`jnl`	Review of Modelling and Simulating Crowds at Mass Gathering Events: Hajj as a Case Study. J. Artif. Soc. Soc. Simul. Almoaid Owaidah, Doina Olaru, Mohammed Bennamoun, Ferdous Sohel, R. Nazim Khan
2019	J	`jnl`	Robust Pose Invariant Shape and Texture based Hand Recognition. CoRR Ferdous Sohel, Amar A. El-Sallam, Mohammed Bennamoun
2018	J	`jnl`	A Comprehensive Survey of Deep Learning for Image Captioning. CoRR Md. Zakir Hossain, Ferdous Sohel, Mohd Fairuz Shiratuddin, Hamid Laga
2018	B	`conf`	Acoustic Scene Classification Using Joint Time-Frequency Image-Based Feature Representations. AVSS Shamsiah Abidin, Roberto Togneri, Ferdous Sohel
2018	Misc	`conf`	Classification of Corals in Reflectance and Fluorescence Images Using Convolutional Neural Network Representations. ICASSP Lian Xu, Mohammed Bennamoun, Senjian An, Ferdous Sohel, Farid Boussaïd
2018	—	`conf`	Consumer Perceptions in the Adoption of the Electronic Health Records in Australia: A Pilot Study. ACIS Neethu Mathai, Mohd Fairuz Shiratuddin, Ferdous Sohel, Alex Wang
2018	J	`jnl`	Exploiting layerwise convexity of rectifier networks with sign constrained weights. Neural Networks Senjian An, Farid Boussaïd, Mohammed Bennamoun, Ferdous Sohel
2018	—	`conf`	Generalized Joint Sparse Representation for Multimodal Biometric Fusion of Heterogeneous Features. WIFS Rudi Primorac, Roberto Togneri, Mohammed Bennamoun, Ferdous Sohel
2018	—	`conf`	Global Regularizer and Temporal-Aware Cross-Entropy for Skeleton-Based Early Action Recognition. ACCV (4) Qiuhong Ke, Jun Liu, Mohammed Bennamoun, Hossein Rahmani, Senjian An, Ferdous Sohel, Farid Boussaïd
2018	J	`jnl`	Identity Adaptation for Person Re-Identification. IEEE Access Qiuhong Ke, Mohammed Bennamoun, Hossein Rahmani, Senjian An, Ferdous Sohel, Farid Boussaïd
2018	A	`conf`	Local Binary Pattern with Random Forest for Acoustic Scene Classification. ICME Shamsiah Abidin, Xianjun Xia, Roberto Togneri, Ferdous Sohel
2018	—	`conf`	WNet: Joint Multiple Head Detection and Head Pose Estimation from a Spectator Crowd Image. ACCV Workshops Yasir Jan, Ferdous Sohel, Mohd Fairuz Shiratuddin, Kok Wai Wong
2017	J	`jnl`	Graph clustering and anomaly detection of access control log for forensic purposes. Digit. Investig. Hudan Studiawan, Christian Payne, Ferdous Sohel
2017	—	`conf`	Multi-level Search of a Knowledgebase for Semantic Parsing. MIWAI Anupiya Nugaliyadde, Kok Wai Wong, Ferdous Sohel, Hong Xie
2017	—	`conf`	Reinforced Memory Network for Question Answering. ICONIP (2) Anupiya Nugaliyadde, Kok Wai Wong, Ferdous Sohel, Hong Xie