Mohammed Bennamoun

574 papers A* 30A 20B 38C 11Misc 32Journal 365Unranked 72

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ConVLM: Context-guided vision-language model for fine-grained histopathology image classification. Inf. Fusion Anabia Sohail, Iyyakutti Iyappan Ganapathi, Basit Alawode, Sajid Javed, Mohammed Bennamoun, Arif Mahmood
2026	J	`jnl`	Controllable Complex Human Motion Video Generation via Text-to-Skeleton Cascades. CoRR Ashkan Taghipour, Morteza Ghahremani, Zinuo Li, Hamid Laga, Farid Boussaïd, Mohammed Bennamoun
2026	J	`jnl`	Fact or Fake? Assessing the Role of Deepfake Detectors in Multimodal Misinformation Detection. CoRR A. S. M. Sharifuzzaman Sagar, Mohammed Bennamoun, Farid Boussaïd, Naeha Sharif, Lian Xu, Shaaban Sahmoud, Ali Kishk
2026	J	`jnl`	InfoARD: Enhancing Adversarial Robustness Distillation With Attack-Strength Adaptation and Mutual-Information Maximization. IEEE Trans. Image Process. Ruihan Liu, Jieyi Cai, Yishu Liu, Sudong Cai, Bingzhi Chen, Yulan Guo, Mohammed Bennamoun
2026	J	`jnl`	MLLM-HWSI: A Multimodal Large Language Model for Hierarchical Whole Slide Image Understanding. CoRR Basit Alawode, Arif Mahmood, Muaz Al Radi, Shahad Albastaki, Asim Khan, Muhammad Bilal, Moshira Abdalla, Mohammed Bennamoun, Sajid Javed
2026	J	`jnl`	Pattern classification in unseen environments with incomplete multi-source domain generalization. Signal Process. Shuyue Wang, Zhunga Liu, Jiaxiang Liu, Mohammed Bennamoun
2026	J	`jnl`	RLAD: A Reliable Hippo-Guided Multi-Task Model for Alzheimer's Disease Diagnosis. IEEE J. Biomed. Health Informatics Zhenxin Lei, Wenjing Zhu, Jiale Liu, Cong Hua, Johann Li, Syed Afaq Ali Shah, Liang Zhang, Mohammed Bennamoun, Cuiping Mao
2026	J	`jnl`	Semantically-aware Neural Radiance Fields for Visual Scene Understanding: A Comprehensive Review. Int. J. Comput. Vis. Thang-Anh-Quan Nguyen, Amine Bourki, Mátyás Macudzinski, Anthony Brunel, Mohammed Bennamoun
2026	J	`jnl`	SkeletonContext: Skeleton-side Context Prompt Learning for Zero-Shot Skeleton-based Action Recognition. CoRR Ning Wang, Tieyue Wu, Naeha Sharif, Farid Boussaïd, Guangming Zhu, Lin Mei, Mohammed Bennamoun, Liang Zhang
2026	J	`jnl`	Sports-QA: A Large-Scale Video Question Answering Benchmark for Complex and Professional Sports. Int. J. Comput. Vis. Haopeng Li, Andong Deng, Jun Liu, Hossein Rahmani, Yulan Guo, Bernt Schiele, Mohammed Bennamoun, Qiuhong Ke
2026	J	`jnl`	Toward Bidirectional Adaptability for Few-Shot Class-Incremental Learning With Forward-Backward Knowledge Transfer. IEEE Trans. Multim. Bingzhi Chen, Zhiming Chen, Sudong Cai, Xiaozhao Fang, Mohammed Bennamoun, Shengli Xie
2026	J	`jnl`	Transformers in Small Object Detection: A Benchmark and Survey of State-of-the-Art. ACM Comput. Surv. Aref Miri Rekavandi, Shima Rashidi, Farid Boussaïd, Stephen Hoefs, Emre Akbas, Mohammed Bennamoun
2026	J	`jnl`	Unleashing the Power of Text-to-Image Diffusion Models for Category-Agnostic Pose Estimation. IEEE Trans. Pattern Anal. Mach. Intell. Duo Peng, Zhengbo Zhang, Ping Hu, Qiuhong Ke, De Wen Soh, Mohammed Bennamoun, Jun Liu
2025	J	`jnl`	A Guide to Image- and Video-Based Small Object Detection Using Deep Learning: Case Study of Maritime Surveillance. IEEE Trans. Intell. Transp. Syst. Aref Miri Rekavandi, Lian Xu, Farid Boussaïd, Abd-Krim Seghouane, Stephen Hoefs, Mohammed Bennamoun
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`	AdaRD-key: Adaptive Relevance-Diversity Keyframe Sampling for Long-form Video understanding. CoRR Xian Zhang, Zexi Wu, Zinuo Li, Hongming Xu, Luqi Gong, Farid Boussaïd, Naoufel Werghi, Mohammed Bennamoun
2025	J	`jnl`	Admitting Ignorance Helps the Video Question Answering Models to Answer. CoRR Haopeng Li, Tom Drummond, Mingming Gong, Mohammed Bennamoun, Qiuhong Ke
2025	B	`conf`	Advancing RFI-Detection in Radio Astronomy with Liquid State Machines. IJCNN Nicholas J. Pritchard, Andreas Wicenec, Mohammed Bennamoun, Richard Dodson
2025	J	`jnl`	Advancing RFI-Detection in Radio Astronomy with Liquid State Machines. CoRR Nicholas J. Pritchard, Andreas Wicenec, Mohammed Bennamoun, Richard Dodson
2025	J	`jnl`	AquaticCLIP: A Vision-Language Foundation Model for Underwater Scene Analysis. CoRR Basit Alawode, Iyyakutti Iyappan Ganapathi, Sajid Javed, Naoufel Werghi, Mohammed Bennamoun, Arif Mahmood
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`	Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation. CoRR Jingmin Zhu, Anqi Zhu, Hossein Rahmani, Jun Liu, Mohammed Bennamoun, Qiuhong Ke
2025	J	`jnl`	Box It to Bind It: Unified Layout Control and Attribute Binding in Text-to-Image Diffusion Models. IEEE Trans. Multim. Ashkan Taghipour, Morteza Ghahremani, Mohammed Bennamoun, Aref Miri Rekavandi, Hamid Laga, Farid Boussaïd
2025	J	`jnl`	Can Deep Learning Models Acquire Specialist Knowledge? Identifying Carotid Bruits in Type 2 Diabetes Using an Electronic Stethoscope. IEEE Access Aref Miri Rekavandi, Mohammed Bennamoun, Farid Boussaïd, Wendy A. Davis, Timothy M. E. Davis
2025	J	`jnl`	CompletionMamba: Taming State Space Model for Point Cloud Completion. IEEE Trans. Image Process. Zhiheng Fu, Jiehua Zhang, Longguang Wang, Lian Xu, Hamid Laga, Yulan Guo, Farid Boussaïd, Mohammed Bennamoun
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`	Crossformer3D: cross spatio-temporal transformer for 3D human pose estimation. Signal Image Video Process. Mohammed Hassanin, Abdelwahed Khamis, Mohammed Bennamoun, Farid Boussaïd, Ibrahim Radwan
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`	DynaPURLS: Dynamic Refinement of Part-aware Representations for Skeleton-based Zero-Shot Action Recognition. CoRR Jingmin Zhu, Anqi Zhu, James Bailey, Jun Liu, Hossein Rahmani, Mohammed Bennamoun, Farid Boussaïd, Qiuhong Ke
2025	A*	`conf`	Dynamic Neural Surfaces for Elastic 4D Shape Representation and Analysis. CVPR Awais Nizamani, Hamid Laga, Guanjin Wang, Farid Boussaïd, Mohammed Bennamoun, Anuj Srivastava
2025	J	`jnl`	Dynamic Neural Surfaces for Elastic 4D Shape Representation and Analysis. CoRR Awais Nizamani, Hamid Laga, Guanjin Wang, Farid Boussaïd, Mohammed Bennamoun, Anuj Srivastava
2025	J	`jnl`	Enhancing object recognition: The role of object knowledge decomposition and component-labeled datasets. Neurocomputing Nuoye Xiong, Ning Wang, Hongsheng Li, Guangming Zhu, Liang Zhang, Syed Afaq Ali Shah, Mohammed Bennamoun
2025	J	`jnl`	Faster Image2Video Generation: A Closer Look at CLIP Image Embedding's Impact on Spatio-Temporal Cross-Attentions. IEEE Access Ashkan Taghipour, Morteza Ghahremani, Mohammed Bennamoun, Aref Miri Rekavandi, Zinuo Li, Hamid Laga, Farid Boussaïd
2025	J	`jnl`	Generalized Closed-Form Formulae for Feature-Based Subpixel Alignment in Patch-Based Matching. Int. J. Comput. Vis. Laurent Valentin Jospin, Hamid Laga, Farid Boussaïd, Mohammed Bennamoun
2025	A*	`conf`	GeoPixel: Pixel Grounding Large Multimodal Model in Remote Sensing. ICML Akashah Shabbir, Mohammed Zumri, Mohammed Bennamoun, Fahad Shahbaz Khan, Salman Khan
2025	J	`jnl`	GeoPixel: Pixel Grounding Large Multimodal Model in Remote Sensing. CoRR Akashah Shabbir, Mohammed Zumri, Mohammed Bennamoun, Fahad Khan, Salman H. Khan
2025	A	`conf`	HOPE: A Memory-Based and Composition-Aware Framework for Zero-Shot Learning with Hopfield Network and Soft Mixture of Experts. WACV Do Huu Dat, Po Yuan Mao, Tien Hoang Nguyen, Wray L. Buntine, Mohammed Bennamoun
2025	J	`jnl`	Hybrid Transformer-Mamba Architecture for Weakly Supervised Volumetric Medical Segmentation. CoRR Yiheng Lyu, Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Coen Arrow, Girish Dwivedi
2025	J	`jnl`	Information bottleneck-guided KNN contrastive hashing for unsupervised cross-modal retrieval. Knowl. Based Syst. Lei Zhu, Zhengchang Yuan, Zeqian Yi, Chengyuan Zhang, Lin Wu, Ying Zhang, Farid Boussaïd, Mohammed Bennamoun, Shichao Zhang
2025	J	`jnl`	Memory guided representation learning for cross-domain face anti-spoofing. Eng. Appl. Artif. Intell. Pengchao Deng, Yanhui Zhou, Zhiheng Fu, Jian Liu, Shengjun Xu, Chenyang Ge, Farid Boussaïd, Mohammed Bennamoun
2025	J	`jnl`	Multi-Granularity Mutual Refinement Network for Zero-Shot Learning. CoRR Ning Wang, Long Yu, Cong Hua, Guangming Zhu, Lin Mei, Syed Afaq Ali Shah, Mohammed Bennamoun, Liang Zhang
2025	A*	`conf`	Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual Representation. CVPR Shahad Albastaki, Anabia Sohail, Iyyakutti Iyappan Ganapathi, Basit Alawode, Asim Khan, Sajid Javed, Naoufel Werghi, Mohammed Bennamoun, Arif Mahmood
2025	J	`jnl`	Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual Representation. CoRR Shahad Albastaki, Anabia Sohail, Iyyakutti Iyappan Ganapathi, Basit Alawode, Asim Khan, Sajid Javed, Naoufel Werghi, Mohammed Bennamoun, Arif Mahmood
2025	J	`jnl`	Neuromorphic Astronomy: An End-to-End SNN Pipeline for RFI Detection Hardware. CoRR Nicholas J. Pritchard, Andreas Wicenec, Richard Dodson, Mohammed Bennamoun, Dylan R. Muir
2025	J	`jnl`	Non-Rigid Point Cloud Registration via Anisotropic Hybrid Field Harmonization. IEEE Trans. Pattern Anal. Mach. Intell. Jinyang Wang, Xuequan Lu, Mohammed Bennamoun, Bin Sheng
2025	C	`conf`	PMIL: A Topology Module to Improve MIL-based WSI Classification. ISCAS Ahmad Obeid, Anabia Sohail, Said Boumaraf, Xiabi Liu, Sajid Javed, Hasan Almarzouqi, Jorge Dias, Mohammed Bennamoun, Naoufel Werghi, Ibrahim Abe M. Elfadel
2025	J	`jnl`	Polarisation-Inclusive Spiking Neural Networks for Real-Time RFI Detection in Modern Radio Telescopes. CoRR Nicholas J. Pritchard, Andreas Wicenec, Richard Dodson, Mohammed Bennamoun
2025	A*	`conf`	STING-BEE: Towards Vision-Language Model for Real-World X-ray Baggage Security Inspection. CVPR Divya Velayudhan, Abdelfatah Hassan Ahmed, Mohamad Alansari, Neha Gour, Abderaouf Behouch, Taimur Hassan, Syed Talal Wasim, Nabil Maalej, Muzammal Naseer, Juergen Gall, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi
2025	J	`jnl`	STING-BEE: Towards Vision-Language Model for Real-World X-ray Baggage Security Inspection. CoRR Divya Velayudhan, Abdelfatah Hassan Ahmed, Mohamad Alansari, Neha Gour, Abderaouf Behouch, Taimur Hassan, Syed Talal Wasim, Nabil Maalej, Muzammal Naseer, Juergen Gall, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi
2025	J	`jnl`	SVR-GS: Spatially Variant Regularization for Probabilistic Masks in 3D Gaussian Splatting. CoRR Ashkan Taghipour, Vahid Naghshin, Benjamin Southwell, Farid Boussaïd, Hamid Laga, Mohammed Bennamoun
2025	J	`jnl`	Safe AI for coral reefs: Benchmarking out-of-distribution detection algorithms for coral reef image surveys. Ecol. Informatics Mathew Wyatt, Sharyn M. Hickey, Ben Radford, Manuel González-Rivero, Nader Boutros, Nikolaus Callow, Nicole Ryan, Arjun Chennu, Mohammed Bennamoun, James Gilmour
2025	J	`jnl`	TSkel-Mamba: Temporal Dynamic Modeling via State Space Model for Human Skeleton-based Action Recognition. CoRR Yanan Liu, Jun Liu, Hao Zhang, Dan Xu, Hossein Rahmani, Mohammed Bennamoun, Qiuhong Ke
2025	J	`jnl`	WSSIC-Net: Weakly-Supervised Semantic Instance Completion of 3D Point Cloud Scenes. IEEE Trans. Image Process. Zhiheng Fu, Yulan Guo, Minglin Chen, Qingyong Hu, Hamid Laga, Farid Boussaïd, Mohammed Bennamoun
2025	J	`jnl`	Watch and Listen: Understanding Audio-Visual-Speech Moments with Multimodal LLM. CoRR Zinuo Li, Xian Zhang, Yongxin Guo, Mohammed Bennamoun, Farid Boussaïd, Girish Dwivedi, Luqi Gong, Qiuhong Ke
2025	J	`jnl`	Weakly Correlated Multimodal Domain Adaptation for Pattern Classification. IEEE Trans. Artif. Intell. Shuyue Wang, Zhunga Liu, Zuowei Zhang, Mohammed Bennamoun
2024	J	`jnl`	3D Brain and Heart Volume Generative Models: A Survey. ACM Comput. Surv. Yanbin Liu, Girish Dwivedi, Farid Boussaïd, Mohammed Bennamoun
2024	J	`jnl`	3D Face Recognition: Two Decades of Progress and Prospects. ACM Comput. Surv. Yulan Guo, Hanyun Wang, Longguang Wang, Yinjie Lei, Li Liu, Mohammed Bennamoun
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`	A Systematic Collection of Medical Image Datasets for Deep Learning. ACM Comput. Surv. Johann Li, Guangming Zhu, Cong Hua, Mingtao Feng, Basheer Bennamoun, Ping Li, Xiaoyuan Lu, Juan Song, Peiyi Shen, Xu Xu, Lin Mei, Liang Zhang, Syed Afaq Ali Shah, Mohammed Bennamoun
2024	—	`conf`	AEDNet: Adaptive Embedding and Multiview-Aware Disentanglement for Point Cloud Completion. ECCV (11) Zhiheng Fu, Longguang Wang, Lian Xu, Zhiyong Wang, Hamid Laga, Yulan Guo, Farid Boussaïd, Mohammed Bennamoun
2024	J	`jnl`	Advancing Histopathology with Deep Learning Under Data Scarcity: A Decade in Review. CoRR Ahmad Obeid, Said Boumaraf, Anabia Sohail, Taimur Hassan, Sajid Javed, Jorge Dias, Mohammed Bennamoun, Naoufel Werghi
2024	Misc	`conf`	Automatic Detection of Peripheral Facial Landmarks Using 3D Facial Data. IVCNZ Mehraan Chowdhury, Mohammed Bennamoun, Farid Boussaïd, Syed Mohammed Shamsul Islam
2024	J	`jnl`	Autonomous Localization of X-Ray Baggage Threats via Weakly Supervised Learning. IEEE Trans. Ind. Informatics Divya Velayudhan, Abdelfatah Hassan Ahmed, Taimur Hassan, Neha Gour, Muhammad Owais, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi
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`	BENet: A Cross-domain Robust Network for Detecting Face Forgeries via Bias Expansion and Latent-space Attention. CoRR Weihua Liu, Jianhua Qiu, Said Boumaraf, Chaochao Lin, Pan liyuan, Lin Li, Mohammed Bennamoun, Naoufel Werghi
2024	J	`jnl`	Box It to Bind It: Unified Layout Control and Attribute Binding in T2I Diffusion Models. CoRR Ashkan Taghipour, Morteza Ghahremani, Mohammed Bennamoun, Aref Miri Rekavandi, Hamid Laga, Farid Boussaïd
2024	B	`conf`	CLIFS: Clip-Driven Few-Shot Learning for Baggage Threat Classification. ICIP Abdelfatah Hassan Ahmed, Divya Velayudhan, Mahmoud Elmezain, Muaz Al Radi, Abderrahmene Boudiaf, Taimur Hassan, Mohamed Deriche, Mohammed Bennamoun, Naoufel Werghi
2024	A*	`conf`	CPLIP: Zero-Shot Learning for Histopathology with Comprehensive Vision-Language Alignment. CVPR Sajid Javed, Arif Mahmood, Iyyakutti Iyappan Ganapathi, Fayaz Ali Dharejo, Naoufel Werghi, Mohammed Bennamoun
2024	J	`jnl`	CPLIP: Zero-Shot Learning for Histopathology with Comprehensive Vision-Language Alignment. CoRR Sajid Javed, Arif Mahmood, Iyyakutti Iyappan Ganapathi, Fayaz Ali Dharejo, Naoufel Werghi, Mohammed Bennamoun
2024	—	`conf`	DailyDVS-200: A Comprehensive Benchmark Dataset for Event-Based Action Recognition. ECCV (84) Qi Wang, Zhou Xu, Yuming Lin, Jingtao Ye, Hongsheng Li, Guangming Zhu, Syed Afaq Ali Shah, Mohammed Bennamoun, Liang Zhang
2024	J	`jnl`	DailyDVS-200: A Comprehensive Benchmark Dataset for Event-Based Action Recognition. CoRR Qi Wang, Zhou Xu, Yuming Lin, Jingtao Ye, Hongsheng Li, Guangming Zhu, Syed Afaq Ali Shah, Mohammed Bennamoun, Liang Zhang
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	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`	Enhancing security in X-ray baggage scans: A contour-driven learning approach for abnormality classification and instance segmentation. Eng. Appl. Artif. Intell. Abdelfatah Hassan Ahmed, Divya Velayudhan, Taimur Hassan, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi
2024	J	`jnl`	Faster Image2Video Generation: A Closer Look at CLIP Image Embedding's Impact on Spatio-Temporal Cross-Attentions. CoRR Ashkan Taghipour, Morteza Ghahremani, Mohammed Bennamoun, Aref Miri Rekavandi, Zinuo Li, Hamid Laga, Farid Boussaïd
2024	J	`jnl`	Flowmind2Digital: The First Comprehensive Flowmind Recognition and Conversion Approach. CoRR Huanyu Liu, Jianfeng Cai, Tingjia Zhang, Hongsheng Li, Siyuan Wang, Guangming Zhu, Syed Afaq Ali Shah, Mohammed Bennamoun, Liang Zhang
2024	J	`jnl`	Focus on the Crop Not the Weed: Canola Identification for Precision Weed Management Using Deep Learning. Remote. Sens. Michael McKay, Monica F. Danilevicz, Michael B. Ashworth, Roberto Lujan Rocha, Shriprabha R. Upadhyaya, Mohammed Bennamoun, David Edwards
2024	J	`jnl`	Higher Order Polynomial Transformer for Fine-Grained Freezing of Gait Detection. IEEE Trans. Neural Networks Learn. Syst. Renfei Sun, Kun Hu, Kaylena A. Ehgoetz Martens, Markus Hagenbuchner, Ah Chung Tsoi, Mohammed Bennamoun, Simon J. G. Lewis, Zhiyong Wang
2024	J	`jnl`	Implicit to Explicit Entropy Regularization: Benchmarking ViT Fine-tuning under Noisy Labels. CoRR Maria Marrium, Arif Mahmood, Mohammed Bennamoun
2024	Misc	`conf`	Importance-Aware Transformer: Addressing Intra-Class Heterogeneity in Weakly Supervised Brain Tumor Segmentation. DICTA Yiheng Lyu, Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Girish Dwivedi
2024	J	`jnl`	Jacobian norm with Selective Input Gradient Regularization for interpretable adversarial defense. Pattern Recognit. Deyin Liu, Lin Yuanbo Wu, Bo Li, Farid Boussaïd, Mohammed Bennamoun, Xianghua Xie, Chengwu Liang
2024	A*	`conf`	Language Model Guided Interpretable Video Action Reasoning. CVPR Ning Wang, Guangming Zhu, HS Li, Liang Zhang, Syed Afaq Ali Shah, Mohammed Bennamoun
2024	J	`jnl`	Language Model Guided Interpretable Video Action Reasoning. CoRR Ning Wang, Guangming Zhu, HS Li, Liang Zhang, Syed Afaq Ali Shah, Mohammed Bennamoun
2024	J	`jnl`	MCTformer+: Multi-Class Token Transformer for Weakly Supervised Semantic Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Hamid Laga, Wanli Ouyang, Dan Xu
2024	C	`conf`	Model Predictive Control-Based Reinforcement Learning. ISCAS Qiang Han, Farid Boussaïd, Mohammed Bennamoun
2024	J	`jnl`	Multi-Scale Hierarchical Contour Framework for Detecting Cluttered Threats in Baggage Security. IEEE Access Mohamad Alansari, Abdelfatah Hassan Ahmed, Khaled AlNuaimi, Divya Velayudhan, Taimur Hassan, Sajid Javed, Mohammed Bennamoun, Naoufel Werghi
2024	J	`jnl`	Multimodal Deep Learning Integration of Image, Weather, and Phenotypic Data Under Temporal Effects for Early Prediction of Maize Yield. Remote. Sens. Danial Shamsuddin, Monica F. Danilevicz, Hawlader A. Al-Mamun, Mohammed Bennamoun, David Edwards
2024	A*	`conf`	Referring Human Pose and Mask Estimation In the Wild. NeurIPS Bo Miao, Mingtao Feng, Zijie Wu, Mohammed Bennamoun, Yongsheng Gao, Ajmal Mian
2024	J	`jnl`	Referring Human Pose and Mask Estimation in the Wild. CoRR Bo Miao, Mingtao Feng, Zijie Wu, Mohammed Bennamoun, Yongsheng Gao, Ajmal Mian
2024	J	`jnl`	Region Aware Video Object Segmentation With Deep Motion Modeling. IEEE Trans. Image Process. Bo Miao, Mohammed Bennamoun, Yongsheng Gao, Ajmal Mian
2024	J	`jnl`	Scene Graph Generation: A comprehensive survey. Neurocomputing Hongsheng Li, Guangming Zhu, Liang Zhang, Youliang Jiang, Yixuan Dang, Haoran Hou, Peiyi Shen, Xia Zhao, Syed Afaq Ali Shah, Mohammed Bennamoun
2024	—	`conf`	Seeing in 3D: Assistive Robotics with Advanced Computer Vision. MRAC@MM Mohammed Bennamoun
2024	J	`jnl`	Semantically-aware Neural Radiance Fields for Visual Scene Understanding: A Comprehensive Review. CoRR Thang-Anh-Quan Nguyen, Amine Bourki, Mátyás Macudzinski, Anthony Brunel, Mohammed Bennamoun
2024	J	`jnl`	Semi-supervised contour-driven broad learning system for autonomous segmentation of concealed prohibited baggage items. Vis. Comput. Ind. Biomed. Art Divya Velayudhan, Abdelfatah Hassan Ahmed, Taimur Hassan, Muhammad Owais, Neha Gour, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi
2024	J	`jnl`	Spatio-Temporal Graph Representation Learning for Fraudster Group Detection. IEEE Trans. Neural Networks Learn. Syst. Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun
2024	J	`jnl`	Spiking Neural Networks for Radio Frequency Interference Detection in Radio Astronomy. CoRR Nicholas J. Pritchard, Andreas Wicenec, Mohammed Bennamoun, Richard Dodson
2024	—	`conf`	Supervised Radio Frequency Interference Detection with SNNs. ICONS Nicholas J. Pritchard, Andreas Wicenec, Mohammed Bennamoun, Richard Dodson
2024	J	`jnl`	Supervised Radio Frequency Interference Detection with SNNs. CoRR Nicholas J. Pritchard, Andreas Wicenec, Mohammed Bennamoun, Richard Dodson
2024	J	`jnl`	Temporally Consistent Referring Video Object Segmentation With Hybrid Memory. IEEE Trans. Circuits Syst. Video Technol. Bo Miao, Mohammed Bennamoun, Yongsheng Gao, Mubarak Shah, Ajmal Mian
2024	J	`jnl`	Towards Temporally Consistent Referring Video Object Segmentation. CoRR Bo Miao, Mohammed Bennamoun, Yongsheng Gao, Mubarak Shah, Ajmal Mian
2024	J	`jnl`	UIFormer: A Unified Transformer-based Framework for Incremental Few-Shot Object Detection and Instance Segmentation. CoRR Chengyuan Zhang, Yilin Zhang, Lei Zhu, Deyin Liu, Lin Wu, Bo Li, Shichao Zhang, Mohammed Bennamoun, Farid Boussaïd
2023	J	`jnl`	4D Atlas: Statistical Analysis of the Spatiotemporal Variability in Longitudinal 3D Shape Data. IEEE Trans. Pattern Anal. Mach. Intell. Hamid Laga, Marcel Padilla, Ian H. Jermyn, Sebastian Kurtek, Mohammed Bennamoun, Anuj Srivastava
2023	J	`jnl`	A Bibliometric Review of Neuromorphic Computing and Spiking Neural Networks. CoRR Nicholas J. Pritchard, Andreas Wicenec, Mohammed Bennamoun, Richard Dodson
2023	J	`jnl`	A Lie algebra representation for efficient 2D shape classification. Pattern Recognit. Xiaohan Yu, Yongsheng Gao, Mohammed Bennamoun, Shengwu Xiong
2023	J	`jnl`	A novel quantum calculus-based complex least mean square algorithm (q-CLMS). Appl. Intell. Alishba Sadiq, Imran Naseem, Shujaat Khan, Muhammad Moinuddin, Roberto Togneri, Mohammed Bennamoun
2023	J	`jnl`	Analysis and Evaluation of Explainable Artificial Intelligence on Suicide Risk Assessment. CoRR Hao Tang, Aref Miri Rekavandi, Dharjinder Rooprai, Girish Dwivedi, Frank M. Sanfilippo, Farid Boussaïd, Mohammed Bennamoun
2023	J	`jnl`	B-Pose: Bayesian Deep Network for Camera 6-DoF Pose Estimation From RGB Images. IEEE Robotics Autom. Lett. Aref Miri Rekavandi, Farid Boussaïd, Abd-Krim Seghouane, Mohammed Bennamoun
2023	J	`jnl`	Biometrics recognition using deep learning: a survey. Artif. Intell. Rev. Shervin Minaee, AmirAli Abdolrashidi, Hang Su, Mohammed Bennamoun, David Zhang
2023	J	`jnl`	Cascaded structure tensor for robust baggage threat detection. Neural Comput. Appl. Taimur Hassan, Samet Akcay, Bilal Hassan, Mohammed Bennamoun, Salman H. Khan, Jorge Dias, Naoufel Werghi
2023	—	`conf`	Classical approaches and new deep learning trends to assist in accurately and efficiently diagnosing ear disease from otoscopic images. EUVIP Dhruv Chetan Jobanputra, Mohammed Bennamoun, Farid Boussaïd, Lian Xu, Jafri Kuthubutheen
2023	B	`conf`	Context-Aware Transformers for Weakly Supervised Baggage Threat Localization. ICIP Divya Velayudhan, Abdelfatah Hassan Ahmed, Taimur Hassan, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi
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	Misc	`conf`	Deep Bayesian Image Set Classification Approach for Defense against Adversarial Attacks. DICTA Nima Mirnateghi, Syed Afaq Ali Shah, Mohammed Bennamoun
2023	J	`jnl`	Deep learning model to predict exercise stress test results: Optimizing the diagnostic test selection strategy and reduce wastage in suspected coronary artery disease patients. Comput. Methods Programs Biomed. Juan Lu, Jonathon Stewart, Mohammed Bennamoun, Adrian Goudie, Jason Eshraghian, Abdul Ihdayhid, Frank M. Sanfilippo, Gary R. Small, Benjamin J. W. Chow, Girish Dwivedi
2023	Misc	`conf`	Extended Expectation Maximization for Under-Fitted Models. ICASSP Aref Miri Rekavandi, Abd-Krim Seghouane, Farid Boussaïd, Mohammed Bennamoun
2023	J	`jnl`	Generative Metric Learning for Adversarially Robust Open-world Person Re-Identification. ACM Trans. Multim. Comput. Commun. Appl. Deyin Liu, Lin Wu, Richang Hong, Zongyuan Ge, Jialie Shen, Farid Boussaïd, Mohammed Bennamoun
2023	J	`jnl`	Graph Fusion Network-Based Multimodal Learning for Freezing of Gait Detection. IEEE Trans. Neural Networks Learn. Syst. Kun Hu, Zhiyong Wang, Kaylena A. Ehgoetz Martens, Markus Hagenbuchner, Mohammed Bennamoun, Ah Chung Tsoi, Simon J. G. Lewis
2023	J	`jnl`	HIN-RNN: A Graph Representation Learning Neural Network for Fraudster Group Detection With No Handcrafted Features. IEEE Trans. Neural Networks Learn. Syst. Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun
2023	J	`jnl`	HOMOE: A Memory-Based and Composition-Aware Framework for Zero-Shot Learning with Hopfield Network and Soft Mixture of Experts. CoRR Do Huu Dat, Po Yuan Mao, Tien Hoang Nguyen, Wray L. Buntine, Mohammed Bennamoun
2023	Misc	`conf`	Highly Imbalanced Baggage Threat Classification. ICMLC Abdelfatah Hassan Ahmed, Divya Velayudhan, Taimur Hassan, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi
2023	J	`jnl`	Human Action Recognition From Various Data Modalities: A Review. IEEE Trans. Pattern Anal. Mach. Intell. Zehua Sun, Qiuhong Ke, Hossein Rahmani, Mohammed Bennamoun, Gang Wang, Jun Liu
2023	J	`jnl`	Inflating 2D convolution weights for efficient generation of 3D medical images. Comput. Methods Programs Biomed. Yanbin Liu, Girish Dwivedi, Farid Boussaïd, Frank M. Sanfilippo, Makoto Yamada, Mohammed Bennamoun
2023	A*	`conf`	Learning Multi-Modal Class-Specific Tokens for Weakly Supervised Dense Object Localization. CVPR Lian Xu, Wanli Ouyang, Mohammed Bennamoun, Farid Boussaïd, Dan Xu
2023	J	`jnl`	Learning Resolution-Adaptive Representations for Cross-Resolution Person Re-Identification. IEEE Trans. Image Process. Lin Wu, Lingqiao Liu, Yang Wang, Zheng Zhang, Farid Boussaïd, Mohammed Bennamoun, Xianghua Xie
2023	J	`jnl`	Learning class-agnostic masks with cross-task refinement for weakly supervised semantic segmentation. Neural Comput. Appl. Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Wanli Ouyang, Dan Xu
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`	MCTformer+: Multi-Class Token Transformer for Weakly Supervised Semantic Segmentation. CoRR Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Hamid Laga, Wanli Ouyang, Dan Xu
2023	J	`jnl`	Multi-Kernel Fusion for RBF Neural Networks. Neural Process. Lett. Syed Muhammad Atif, Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2023	J	`jnl`	Multi-stage information diffusion for joint depth and surface normal estimation. Pattern Recognit. Zhiheng Fu, Siyu Hong, Mengyi Liu, Hamid Laga, Mohammed Bennamoun, Farid Boussaïd, Yulan Guo
2023	J	`jnl`	Multitask Deep Learning for Accurate Risk Stratification and Prediction of Next Steps for Coronary CT Angiography Patients. CoRR Juan Lu, Mohammed Bennamoun, Jonathon Stewart, Jason Kamran Eshraghian, Yanbin Liu, Benjamin J. W. Chow, Frank M. Sanfilippo, Girish Dwivedi
2023	J	`jnl`	Position and structure-aware graph learning. Neurocomputing Guoqiang Ye, Juan Song, Mingtao Feng, Guangming Zhu, Peiyi Shen, Liang Zhang, Syed Afaq Ali Shah, Mohammed Bennamoun
2023	J	`jnl`	RFI Detection with Spiking Neural Networks. CoRR Nicholas J. Pritchard, Andreas Wicenec, Mohammed Bennamoun, Richard Dodson
2023	A*	`conf`	Reinforced Learning for Label-Efficient 3D Face Reconstruction. ICRA Hoda Mohaghegh, Hossein Rahmani, Hamid Laga, Farid Boussaïd, Mohammed Bennamoun
2023	J	`jnl`	Robust monocular 3D face reconstruction under challenging viewing conditions. Neurocomputing Hoda Mohaghegh, Farid Boussaïd, Hamid Laga, Hossein Rahmani, Mohammed Bennamoun
2023	J	`jnl`	Segmentation of Sandplain Lupin Weeds from Morphologically Similar Narrow-Leafed Lupins in the Field. Remote. Sens. Monica F. Danilevicz, Roberto Lujan Rocha, Jacqueline Batley, Philipp E. Bayer, Mohammed Bennamoun, David Edwards, Michael B. Ashworth
2023	A*	`conf`	Spectrum-guided Multi-granularity Referring Video Object Segmentation. ICCV Bo Miao, Mohammed Bennamoun, Yongsheng Gao, Ajmal Mian
2023	J	`jnl`	Spectrum-guided Multi-granularity Referring Video Object Segmentation. CoRR Bo Miao, Mohammed Bennamoun, Yongsheng Gao, Ajmal Mian
2023	J	`jnl`	Spiking neural networks for frame-based and event-based single object localization. Neurocomputing Sami Barchid, José Mennesson, Jason Eshraghian, Chaabane Djeraba, Mohammed Bennamoun
2023	J	`jnl`	Training Spiking Neural Networks Using Lessons From Deep Learning. Proc. IEEE Jason K. Eshraghian, Max Ward, Emre O. Neftci, Xinxin Wang, Gregor Lenz, Girish Dwivedi, Mohammed Bennamoun, Doo Seok Jeong, Wei D. Lu
2023	J	`jnl`	Transformers in Small Object Detection: A Benchmark and Survey of State-of-the-Art. CoRR Aref Miri Rekavandi, Shima Rashidi, Farid Boussaïd, Stephen Hoefs, Emre Akbas, Mohammed Bennamoun
2023	A*	`conf`	UE4-NeRF: Neural Radiance Field for Real-Time Rendering of Large-Scale Scene. NeurIPS Jiaming Gu, Minchao Jiang, Hongsheng Li, Xiaoyuan Lu, Guangming Zhu, Syed Afaq Ali Shah, Liang Zhang, Mohammed Bennamoun
2023	J	`jnl`	UE4-NeRF: Neural Radiance Field for Real-Time Rendering of Large-Scale Scene. CoRR Jiaming Gu, Minchao Jiang, Hongsheng Li, Xiaoyuan Lu, Guangming Zhu, Syed Afaq Ali Shah, Liang Zhang, Mohammed Bennamoun
2023	J	`jnl`	Unsupervised anomaly instance segmentation for baggage threat recognition. J. Ambient Intell. Humaniz. Comput. Taimur Hassan, Samet Akçay, Mohammed Bennamoun, Salman Khan, Naoufel Werghi
2023	J	`jnl`	Untrained Neural Network Priors for Inverse Imaging Problems: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. Adnan Qayyum, Inaam Ilahi, Fahad Shamshad, Farid Boussaïd, Mohammed Bennamoun, Junaid Qadir
2023	A*	`conf`	VAPCNet: Viewpoint-Aware 3D Point Cloud Completion. ICCV Zhiheng Fu, Longguang Wang, Lian Xu, Zhiyong Wang, Hamid Laga, Yulan Guo, Farid Boussaïd, Mohammed Bennamoun
2022	J	`jnl`	3D Brain and Heart Volume Generative Models: A Survey. CoRR Yanbin Liu, Girish Dwivedi, Farid Boussaïd, Mohammed Bennamoun
2022	J	`jnl`	A Guide to Image and Video based Small Object Detection using Deep Learning : Case Study of Maritime Surveillance. CoRR Aref Miri Rekavandi, Lian Xu, Farid Boussaïd, Abd-Krim Seghouane, Stephen Hoefs, Mohammed Bennamoun
2022	J	`jnl`	A Novel Incremental Learning Driven Instance Segmentation Framework to Recognize Highly Cluttered Instances of the Contraband Items. CoRR Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman H. Khan, Naoufel Werghi
2022	J	`jnl`	A Novel Incremental Learning Driven Instance Segmentation Framework to Recognize Highly Cluttered Instances of the Contraband Items. IEEE Trans. Syst. Man Cybern. Syst. Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman H. Khan, Naoufel Werghi
2022	J	`jnl`	A Practical Tutorial on Graph Neural Networks. ACM Comput. Surv. Isaac Ronald Ward, Jack Joyner, Casey Lickfold, Yulan Guo, Mohammed Bennamoun
2022	J	`jnl`	A Survey on Deep Learning Techniques for Stereo-Based Depth Estimation. IEEE Trans. Pattern Anal. Mach. Intell. Hamid Laga, Laurent Valentin Jospin, Farid Boussaïd, Mohammed Bennamoun
2022	J	`jnl`	A comparative study on optical flow for facial expression analysis. Neurocomputing Benjamin Allaert, Isaac Ronald Ward, Ioan Marius Bilasco, Chabane Djeraba, Mohammed Bennamoun
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	A*	`conf`	Active-Passive SimStereo - Benchmarking the Cross-Generalization Capabilities of Deep Learning-based Stereo Methods. NeurIPS Laurent Valentin Jospin, Allen Antony, Lian Xu, Hamid Laga, Farid Boussaïd, Mohammed Bennamoun
2022	J	`jnl`	Active-Passive SimStereo - Benchmarking the Cross-Generalization Capabilities of Deep Learning-based Stereo Methods. CoRR Laurent Valentin Jospin, Allen Antony, Lian Xu, Hamid Laga, Farid Boussaïd, Mohammed Bennamoun
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`	Analysis and Variants of Broad Learning System. IEEE Trans. Syst. Man Cybern. Syst. Liang Zhang, Jiahao Li, Guoqing Lu, Peiyi Shen, Mohammed Bennamoun, Syed Afaq Ali Shah, Qiguang Miao, Guangming Zhu, Ping Li, Xiaoyuan Lu
2022	J	`jnl`	Attack to Fool and Explain Deep Networks. IEEE Trans. Pattern Anal. Mach. Intell. Naveed Akhtar, Mohammad A. A. K. Jalwana, Mohammed Bennamoun, Ajmal Mian
2022	J	`jnl`	Bayesian Learning for Disparity Map Refinement for Semi-Dense Active Stereo Vision. CoRR Laurent Valentin Jospin, Hamid Laga, Farid Boussaïd, Mohammed Bennamoun
2022	J	`jnl`	CrossFormer: Cross Spatio-Temporal Transformer for 3D Human Pose Estimation. CoRR Mohammed Hassanin, Abdelwahed Khamis, Mohammed Bennamoun, Farid Boussaïd, Ibrahim Radwan
2022	J	`jnl`	Deep learning for 3D vision. IET Comput. Vis. Yulan Guo, Hanyun Wang, Ronald Clark, Stefano Berretti, Mohammed Bennamoun
2022	J	`jnl`	Deep-learning-based solution for data deficient satellite image segmentation. Expert Syst. Appl. Henry Wing Fung Yeung, Meng Zhou, Yuk Ying Chung, Grant Moule, Wayne Thompson, Wanli Ouyang, Weidong Cai, Mohammed Bennamoun
2022	J	`jnl`	Dynamic Facial Expression Recognition Under Partial Occlusion With Optical Flow Reconstruction. IEEE Trans. Image Process. Delphine Poux, Benjamin Allaert, Nacim Ihaddadene, Ioan Marius Bilasco, Chaabane Djeraba, Mohammed Bennamoun
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`	Hands-On Bayesian Neural Networks - A Tutorial for Deep Learning Users. IEEE Comput. Intell. Mag. Laurent Valentin Jospin, Hamid Laga, Farid Boussaïd, Wray L. Buntine, Mohammed Bennamoun
2022	J	`jnl`	Improved and Interpretable Defense to Transferred Adversarial Examples by Jacobian Norm with Selective Input Gradient Regularization. CoRR Deyin Liu, Lin Wu, Farid Boussaïd, Mohammed Bennamoun
2022	J	`jnl`	Inflating 2D Convolution Weights for Efficient Generation of 3D Medical Images. CoRR Yanbin Liu, Girish Dwivedi, Farid Boussaïd, Frank M. Sanfilippo, Makoto Yamada, Mohammed Bennamoun
2022	J	`jnl`	Learning Resolution-Adaptive Representations for Cross-Resolution Person Re-Identification. CoRR Lin Wu, Lingqiao Liu, Yang Wang, Zheng Zhang, Farid Boussaïd, Mohammed Bennamoun
2022	J	`jnl`	MEDAS: an open-source platform as a service to help break the walls between medicine and informatics. Neural Comput. Appl. Liang Zhang, Johann Li, Ping Li, Xiaoyuan Lu, Maoguo Gong, Peiyi Shen, Guangming Zhu, Syed Afaq Ali Shah, Mohammed Bennamoun, Kun Qian, Björn W. Schuller
2022	A*	`conf`	Multi-class Token Transformer for Weakly Supervised Semantic Segmentation. CVPR Lian Xu, Wanli Ouyang, Mohammed Bennamoun, Farid Boussaïd, Dan Xu
2022	J	`jnl`	Multi-class Token Transformer for Weakly Supervised Semantic Segmentation. CoRR Lian Xu, Wanli Ouyang, Mohammed Bennamoun, Farid Boussaïd, Dan Xu
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`	Probability-Based Framework to Fuse Temporal Consistency and Semantic Information for Background Segmentation. IEEE Trans. Multim. Zhi Zeng, Ting Wang, Fulei Ma, Liang Zhang, Peiyi Shen, Syed Afaq Ali Shah, Mohammed Bennamoun
2022	J	`jnl`	Pseudo-Pair Based Self-Similarity Learning for Unsupervised Person Re-Identification. IEEE Trans. Image Process. Lin Wu, Deyin Liu, Wenying Zhang, Dapeng Chen, Zongyuan Ge, Farid Boussaïd, Mohammed Bennamoun, Jialie Shen
2022	J	`jnl`	Pseudo-Pair based Self-Similarity Learning for Unsupervised Person Re-identification. CoRR Lin Wu, Deyin Liu, Wenying Zhang, Dapeng Chen, Zongyuan Ge, Farid Boussaïd, Mohammed Bennamoun, Jialie Shen
2022	J	`jnl`	Region Aware Video Object Segmentation with Deep Motion Modeling. CoRR Bo Miao, Mohammed Bennamoun, Yongsheng Gao, Ajmal Mian
2022	J	`jnl`	Robust real-world point cloud registration by inlier detection. Comput. Vis. Image Underst. Xiaoshui Huang, Yangfu Wang, Sheng Li, Guofeng Mei, Zongyi Xu, Yucheng Wang, Jian Zhang, Mohammed Bennamoun
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
2022	J	`jnl`	Scene Graph Generation: A Comprehensive Survey. CoRR Guangming Zhu, Liang Zhang, Youliang Jiang, Yixuan Dang, Haoran Hou, Peiyi Shen, Mingtao Feng, Xia Zhao, Qiguang Miao, Syed Afaq Ali Shah, Mohammed Bennamoun
2022	J	`jnl`	ScoreGAN: A Fraud Review Detector Based on Regulated GAN With Data Augmentation. IEEE Trans. Inf. Forensics Secur. Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun
2022	A	`conf`	Self-Supervised Video Object Segmentation by Motion-Aware Mask Propagation. ICME Bo Miao, Mohammed Bennamoun, Yongsheng Gao, Ajmal Mian
2022	A	`conf`	Sign Language Translation with Hierarchical Spatio-Temporal Graph Neural Network. WACV Jichao Kan, Kun Hu, Markus Hagenbuchner, Ah Chung Tsoi, Mohammed Bennamoun, Zhiyong Wang
2022	J	`jnl`	Soft Exemplar Highlighting for Cross-View Image-Based Geo-Localization. IEEE Trans. Image Process. Yulan Guo, Michael Choi, Kunhong Li, Farid Boussaïd, Mohammed Bennamoun
2022	J	`jnl`	Spatio-Temporal Graph Representation Learning for Fraudster Group Detection. CoRR Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun
2022	J	`jnl`	Spiking Neural Networks for Frame-based and Event-based Single Object Localization. CoRR Sami Barchid, José Mennesson, Jason Eshraghian, Chaabane Djeraba, Mohammed Bennamoun
2022	J	`jnl`	Tensor pooling-driven instance segmentation framework for baggage threat recognition. Neural Comput. Appl. Taimur Hassan, Samet Akçay, Mohammed Bennamoun, Salman H. Khan, Naoufel Werghi
2022	—	`conf`	Transformers for Imbalanced Baggage Threat Recognition. ROSE Divya Velayudhan, Abdelfatah Hassan Ahmed, Taimur Hassan, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi
2022	J	`jnl`	Unsupervised Learning on 3D Point Clouds by Clustering and Contrasting. CoRR Guofeng Mei, Litao Yu, Qiang Wu, Jian Zhang, Mohammed Bennamoun
2021	J	`jnl`	4D Atlas: Statistical Analysis of the Spatiotemporal Variability in Longitudinal 3D Shape Data. CoRR Hamid Laga, Marcel Padilla, Ian H. Jermyn, Sebastian Kurtek, Mohammed Bennamoun, Anuj Srivastava
2021	J	`jnl`	A Novel Quantum Calculus-based Complex Least Mean Square Algorithm (q-CLMS). CoRR Alishba Sadiq, Imran Naseem, Shujaat Khan, Muhammad Moinuddin, Roberto Togneri, Mohammed Bennamoun
2021	J	`jnl`	A Systematic Collection of Medical Image Datasets for Deep Learning. CoRR Johann Li, Guangming Zhu, Cong Hua, Mingtao Feng, Basheer Bennamoun, Ping Li, Xiaoyuan Lu, Juan Song, Peiyi Shen, Xu Xu, Lin Mei, Liang Zhang, Syed Afaq Ali Shah, Mohammed Bennamoun
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`	Attack to Fool and Explain Deep Networks. CoRR Naveed Akhtar, Mohammad A. A. K. Jalwana, Mohammed Bennamoun, Ajmal Mian
2021	J	`jnl`	CAMERAS: Enhanced Resolution And Sanity preserving Class Activation Mapping for image saliency. CoRR Mohammad A. A. K. Jalwana, Naveed Akhtar, Mohammed Bennamoun, Ajmal Mian
2021	A*	`conf`	CAMERAS: Enhanced Resolution and Sanity Preserving Class Activation Mapping for Image Saliency. CVPR Mohammad A. A. K. Jalwana, Naveed Akhtar, Mohammed Bennamoun, Ajmal Mian
2021	J	`jnl`	COTReg: Coupled Optimal Transport based Point Cloud Registration. CoRR Guofeng Mei, Xiaoshui Huang, Litao Yu, Jian Zhang, Mohammed Bennamoun
2021	J	`jnl`	DFraud³: Multi-Component Fraud Detection Free of Cold-Start. IEEE Trans. Inf. Forensics Secur. Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun
2021	J	`jnl`	Deep Bayesian Image Set Classification: A Defence Approach against Adversarial Attacks. CoRR Nima Mirnateghi, Syed Afaq Ali Shah, Mohammed Bennamoun
2021	J	`jnl`	Deep Learning for 3D Point Clouds: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. Yulan Guo, Hanyun Wang, Qingyong Hu, Hao Liu, Li Liu, Mohammed Bennamoun
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`	Explainable Artificial Intelligence for Pharmacovigilance: What Features Are Important When Predicting Adverse Outcomes? CoRR Isaac Ronald Ward, Ling Wang, Juan Lu, Mohammed Bennamoun, Girish Dwivedi, Frank M. Sanfilippo
2021	J	`jnl`	Explainable artificial intelligence for pharmacovigilance: What features are important when predicting adverse outcomes? Comput. Methods Programs Biomed. Isaac Ronald Ward, Ling Wang, Juan Lu, Mohammed Bennamoun, Girish Dwivedi, Frank M. Sanfilippo
2021	J	`jnl`	Generalized Closed-form Formulae for Feature-based Subpixel Alignment in Patch-based Matching. CoRR Laurent Valentin Jospin, Farid Boussaïd, Hamid Laga, Mohammed Bennamoun
2021	—	`conf`	Growth and evolution of deep neural networks from gene regulatory networks. GECCO Companion Colin Flynn, Mohammed Bennamoun, Farid Boussaïd
2021	J	`jnl`	HIN-RNN: A Graph Representation Learning Neural Network for Fraudster Group Detection With No Handcrafted Features. CoRR Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun
2021	J	`jnl`	Image-Based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era. IEEE Trans. Pattern Anal. Mach. Intell. Xian-Feng Han, Hamid Laga, Mohammed Bennamoun
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`	Maize Yield Prediction at an Early Developmental Stage Using Multispectral Images and Genotype Data for Preliminary Hybrid Selection. Remote. Sens. Monica F. Danilevicz, Philipp E. Bayer, Farid Boussaïd, Mohammed Bennamoun, David Edwards
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	J	`jnl`	Multi-Modal Co-Learning for Liver Lesion Segmentation on PET-CT Images. IEEE Trans. Medical Imaging Zhongliang Xue, Ping Li, Liang Zhang, Xiaoyuan Lu, Guangming Zhu, Peiyi Shen, Syed Afaq Ali Shah, Mohammed Bennamoun
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`	Quantitative performance evaluation of object detectors in hazy environments. Pattern Recognit. Lett. Cameron Hodges, Mohammed Bennamoun, Farid Boussaïd
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`	Self-Supervised Video Object Segmentation by Motion-Aware Mask Propagation. CoRR Bo Miao, Mohammed Bennamoun, Yongsheng Gao, Ajmal Mian
2021	J	`jnl`	Sign Language Translation with Hierarchical Spatio-TemporalGraph Neural Network. CoRR Jichao Kan, Kun Hu, Markus Hagenbuchner, Ah Chung Tsoi, Mohammed Bennamoun, Zhiyong Wang
2021	J	`jnl`	Similarity Based Block Sparse Subset Selection for Video Summarization. IEEE Trans. Circuits Syst. Video Technol. Mingyang Ma, Shaohui Mei, Shuai Wan, Zhiyong Wang, David Dagan Feng, Mohammed Bennamoun
2021	J	`jnl`	Social Fraud Detection Review: Methods, Challenges and Analysis. CoRR Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun
2021	A	`conf`	SubICap: Towards Subword-informed Image Captioning. WACV Naeha Sharif, Mohammed Bennamoun, Wei Liu, Syed Afaq Ali Shah
2021	J	`jnl`	Tensor Pooling Driven Instance Segmentation Framework for Baggage Threat Recognition. CoRR Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman H. Khan, Naoufel Werghi
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`	Training Spiking Neural Networks Using Lessons From Deep Learning. CoRR Jason Kamran Eshraghian, Max Ward, Emre Neftci, Xinxin Wang, Gregor Lenz, Girish Dwivedi, Mohammed Bennamoun, Doo Seok Jeong, Wei D. Lu
2021	J	`jnl`	U-net based analysis of MRI for Alzheimer's disease diagnosis. Neural Comput. Appl. Zhonghao Fan, Johann Li, Liang Zhang, Guangming Zhu, Ping Li, Xiaoyuan Lu, Peiyi Shen, Syed Afaq Ali Shah, Mohammed Bennamoun, Tao Hua, Wei Wei
2021	J	`jnl`	Unsupervised Anomaly Instance Segmentation for Baggage Threat Recognition. CoRR Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman H. Khan, Naoufel Werghi
2021	J	`jnl`	q-RBFNN: A Quantum Calculus-based RBF Neural Network. CoRR Syed Saiq Hussain, Muhammad Usman, Taha Hasan Masood Siddique, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2020	J	`jnl`	A Dataset of Pulmonary Lesions With Multiple-Level Attributes and Fine Contours. Frontiers Digit. Health Ping Li, Xiangwen Kong, Johann Li, Guangming Zhu, Xiaoyuan Lu, Peiyi Shen, Syed Afaq Ali Shah, Mohammed Bennamoun, Tao Hua
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 Practical Guide to Graph Neural Networks. CoRR Isaac Ronald Ward, Jack Joyner, Casey Lickfold, Stash Rowe, Yulan Guo, Mohammed Bennamoun
2020	J	`jnl`	A Survey on Deep Learning Techniques for Stereo-based Depth Estimation. CoRR Hamid Laga, Laurent Valentin Jospin, Farid Boussaïd, Mohammed Bennamoun
2020	A*	`conf`	Attack to Explain Deep Representation. CVPR Mohammad A. A. K. Jalwana, Naveed Akhtar, Mohammed Bennamoun, Ajmal Mian
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`	Block Level Skip Connections Across Cascaded V-Net for Multi-Organ Segmentation. IEEE Trans. Medical Imaging Liang Zhang, Jiaming Zhang, Peiyi Shen, Guangming Zhu, Ping Li, Xiaoyuan Lu, Huan Zhang, Syed Afaq Ali Shah, Mohammed Bennamoun
2020	J	`jnl`	Cascaded Structure Tensor Framework for Robust Identification of Heavily Occluded Baggage Items from X-ray Scans. CoRR Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman H. Khan, Naoufel Werghi
2020	J	`jnl`	Color vision deficiency datasets & recoloring evaluation using GANs. Multim. Tools Appl. Hongsheng Li, Liang Zhang, Xiangdong Zhang, Meili Zhang, Guangming Zhu, Peiyi Shen, Ping Li, Mohammed Bennamoun, Syed Afaq Ali Shah
2020	J	`jnl`	DFraud3- Multi-Component Fraud Detection freeof Cold-start. CoRR Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun
2020	B	`conf`	Detecting Prohibited Items in X-Ray Images: a Contour Proposal Learning Approach. ICIP Taimur Hassan, Meriem Bettayeb, Samet Akçay, Salman H. Khan, Mohammed Bennamoun, Naoufel Werghi
2020	J	`jnl`	Dynamic Facial Expression Recognition under Partial Occlusion with Optical Flow Reconstruction. CoRR Delphine Poux, Benjamin Allaert, Nacim Ihaddadene, Ioan Marius Bilasco, Chaabane Djeraba, Mohammed Bennamoun
2020	B	`conf`	Efficient Detection of Pixel-Level Adversarial Attacks. ICIP Syed Afaq Ali Shah, Moise Bougre, Naveed Akhtar, Mohammed Bennamoun, Liang Zhang
2020	Misc	`conf`	Efficient Scene Text Detection with Textual Attention Tower. ICASSP Liang Zhang, Yufei Liu, Hang Xiao, Lu Yang, Guangming Zhu, Syed Afaq Ali Shah, Mohammed Bennamoun, Peiyi Shen
2020	J	`jnl`	Efficient Scene Text Detection with Textual Attention Tower. CoRR Liang Zhang, Yufei Liu, Hang Xiao, Lu Yang, Guangming Zhu, Syed Afaq Ali Shah, Mohammed Bennamoun, Peiyi Shen
2020	J	`jnl`	GANgster: A Fraud Review Detector based on Regulated GAN with Data Augmentation. CoRR Saeedreza Shehnepoor, Roberto Togneri, Wei Liu, Mohammed Bennamoun
2020	J	`jnl`	Guest Editors' Introduction to the Special Issue on RGB-D Vision: Methods and Applications. IEEE Trans. Pattern Anal. Mach. Intell. Mohammed Bennamoun, Yulan Guo, Federico Tombari, Kamal Youcef-Toumi, Ko Nishino
2020	J	`jnl`	Hands-on Bayesian Neural Networks - a Tutorial for Deep Learning Users. CoRR Laurent Valentin Jospin, Wray L. Buntine, Farid Boussaïd, Hamid Laga, Mohammed Bennamoun
2020	J	`jnl`	Human Action Recognition from Various Data Modalities: A Review. CoRR Zehua Sun, Jun Liu, Qiuhong Ke, Hossein Rahmani, Mohammed Bennamoun, Gang Wang
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`	LCEval: Learned Composite Metric for Caption Evaluation. CoRR Naeha Sharif, Lyndon White, Mohammed Bennamoun, Wei Liu, Syed Afaq Ali Shah
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	Misc	`conf`	Leveraging Linguistically-aware Object Relations and NASNet for Image Captioning. IVCNZ Naeha Sharif, Mohammad A. A. K. Jalwana, Mohammed Bennamoun, Wei Liu, Syed Afaq Ali Shah
2020	J	`jnl`	MeDaS: An open-source platform as service to help break the walls between medicine and informatics. CoRR Liang Zhang, Johann Li, Ping Li, Xiaoyuan Lu, Peiyi Shen, Guangming Zhu, Syed Afaq Ali Shah, Mohammed Bennamoun, Kun Qian, Björn W. Schuller
2020	J	`jnl`	Meta-Transfer Learning Driven Tensor-Shot Detector for the Autonomous Localization and Recognition of Concealed Baggage Threats. Sensors Taimur Hassan, Muhammad Shafay, Samet Akçay, Salman H. Khan, Mohammed Bennamoun, Ernesto Damiani, Naoufel Werghi
2020	J	`jnl`	Multi-Kernel Fusion for RBF Neural Networks. CoRR Syed Muhammad Atif, Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2020	J	`jnl`	Orthogonal Deep Models As Defense Against Black-Box Attacks. CoRR Mohammad A. A. K. Jalwana, Naveed Akhtar, Mohammed Bennamoun, Ajmal Mian
2020	J	`jnl`	Orthogonal Deep Models as Defense Against Black-Box Attacks. IEEE Access Mohammad A. A. K. Jalwana, Naveed Akhtar, Mohammed Bennamoun, Ajmal Mian
2020	J	`jnl`	Redundancy and Attention in Convolutional LSTM for Gesture Recognition. IEEE Trans. Neural Networks Learn. Syst. Guangming Zhu, Liang Zhang, Lu Yang, Lin Mei, Syed Afaq Ali Shah, Mohammed Bennamoun, Peiyi Shen
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`	Scale-Aware Feature Network for Weakly Supervised Semantic Segmentation. IEEE Access Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Ferdous Sohel
2020	A*	`conf`	Structure-Feature based Graph Self-adaptive Pooling. WWW Liang Zhang, Xudong Wang, Hongsheng Li, Guangming Zhu, Peiyi Shen, Ping Li, Xiaoyuan Lu, Syed Afaq Ali Shah, Mohammed Bennamoun
2020	J	`jnl`	Structure-Feature based Graph Self-adaptive Pooling. CoRR Liang Zhang, Xudong Wang, Hongsheng Li, Guangming Zhu, Peiyi Shen, Ping Li, Xiaoyuan Lu, Syed Afaq Ali Shah, Mohammed Bennamoun
2020	J	`jnl`	SubICap: Towards Subword-informed Image Captioning. CoRR Naeha Sharif, Mohammed Bennamoun, Wei Liu, Syed Afaq Ali Shah
2020	J	`jnl`	Topology-learnable graph convolution for skeleton-based action recognition. Pattern Recognit. Lett. Guangming Zhu, Liang Zhang, Hongsheng Li, Peiyi Shen, Syed Afaq Ali Shah, Mohammed Bennamoun
2020	J	`jnl`	Trainable Structure Tensors for Autonomous Baggage Threat Detection Under Extreme Occlusion. CoRR Taimur Hassan, Samet Akcay, Mohammed Bennamoun, Salman H. Khan, Naoufel Werghi
2020	J	`jnl`	Unconstrained Matching of 2D and 3D Descriptors for 6-DOF Pose Estimation. CoRR Uzair Nadeem, Mohammed Bennamoun, Roberto Togneri, Ferdous Sohel
2020	Misc	`conf`	WEmbSim: A Simple yet Effective Metric for Image Captioning. DICTA Naeha Sharif, Lyndon White, Mohammed Bennamoun, Wei Liu, Syed Afaq Ali Shah
2020	J	`jnl`	WEmbSim: A Simple yet Effective Metric for Image Captioning. CoRR Naeha Sharif, Lyndon White, Mohammed Bennamoun, Wei Liu, Syed Afaq Ali Shah
2019	J	`jnl`	A Novel Adaptive Kernel for the RBF Neural Networks. CoRR Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
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	J	`jnl`	Automated segmentation of gravel particles from depth images of gravel-soil mixtures. Comput. Geosci. Hossein Rahmani, Craig Scanlan, Uzair Nadeem, Mohammed Bennamoun, Richard Bowles
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	J	`jnl`	Biometric Recognition Using Deep Learning: A Survey. CoRR Shervin Minaee, AmirAli Abdolrashidi, Hang Su, Mohammed Bennamoun, David Zhang
2019	J	`jnl`	Continuous Gesture Segmentation and Recognition Using 3DCNN and Convolutional LSTM. IEEE Trans. Multim. Guangming Zhu, Liang Zhang, Peiyi Shen, Juan Song, Syed Afaq Ali Shah, Mohammed Bennamoun
2019	B	`conf`	Coral Classification Using DenseNet and Cross-modality Transfer Learning. IJCNN Lian Xu, Mohammed Bennamoun, Farid Boussaïd, Senjian An, Ferdous Sohel
2019	J	`jnl`	Deep CMST Framework for the Autonomous Recognition of Heavily Occluded and Cluttered Baggage Items from Multivendor Security Radiographs. CoRR Taimur Hassan, Salman H. Khan, Samet Akcay, Mohammed Bennamoun, Naoufel Werghi
2019	Misc	`conf`	Deep Fusion Net for Coral Classification in Fluorescence and Reflectance Images. DICTA Uzair Nadeem, Mohammed Bennamoun, Ferdous Sohel, Roberto Togneri
2019	J	`jnl`	Deep Learning for 3D Point Clouds: A Survey. CoRR Yulan Guo, Hanyun Wang, Qingyong Hu, Hao Liu, Li Liu, Mohammed Bennamoun
2019	—	`ch.`	Deep Learning for Driverless Vehicles. Handbook of Deep Learning Applications Cameron Hodges, Senjian An, Hossein Rahmani, Mohammed Bennamoun
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	J	`jnl`	Enhanced Circuits Syst. Signal Process. Alishba Sadiq, Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2019	Misc	`conf`	Faster R-CNN Based Deep Learning for Seagrass Detection from Underwater Digital Images. DICTA Md. Moniruzzaman, Syed Mohammed Shamsul Islam, Paul Lavery, Mohammed Bennamoun
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	J	`jnl`	Image-based 3D Object Reconstruction: State-of-the-Art and Trends in the Deep Learning Era. CoRR Xian-Feng Han, Hamid Laga, Mohammed Bennamoun
2019	J	`jnl`	Imaging and Classification Techniques for Seagrass Mapping and Monitoring: A Comprehensive Survey. CoRR Md. Moniruzzaman, Syed Mohammed Shamsul Islam, Paul Lavery, Mohammed Bennamoun, C. Peng Lam
2019	—	`conf`	Improving Image-Based Localization with Deep Learning: The Impact of the Loss Function. PSIVT Workshops Isaac Ronald Ward, M. A. Asim K. Jalwana, Mohammed Bennamoun
2019	J	`jnl`	Improving Image-Based Localization with Deep Learning: The Impact of the Loss Function. CoRR Isaac Ronald Ward, M. A. Asim K. Jalwana, Mohammed Bennamoun
2019	J	`jnl`	LCEval: Learned Composite Metric for Caption Evaluation. Int. J. Comput. Vis. Naeha Sharif, Lyndon White, Mohammed Bennamoun, Wei Liu, Syed Afaq Ali Shah
2019	J	`jnl`	Label Universal Targeted Attack. CoRR Naveed Akhtar, Mohammad A. A. K. Jalwana, Mohammed Bennamoun, Ajmal Mian
2019	—	`conf`	Learning-Based Confidence Estimation for Multi-modal Classifier Fusion. ICONIP (2) Uzair Nadeem, Mohammed Bennamoun, Ferdous Sohel, Roberto Togneri
2019	J	`jnl`	Machine Learning Approaches for Prediction of Facial Rejuvenation Using Real and Synthetic Data. IEEE Access Syed Afaq Ali Shah, Mohammed Bennamoun, Michael Molton
2019	—	`book`	Neural Representations of Natural Language Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun
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`	Optical Flow Techniques for Facial Expression Analysis: Performance Evaluation and Improvements. CoRR Benjamin Allaert, Isaac Ronald Ward, Ioan Marius Bilasco, Chaabane Djeraba, Mohammed Bennamoun
2019	J	`jnl`	RGB-D image-based Object Detection: from Traditional Methods to Deep Learning Techniques. CoRR Isaac Ronald Ward, Hamid Laga, Mohammed Bennamoun
2019	B	`conf`	Relationship Detection Based on Object Semantic Inference and Attention Mechanisms. ICMR Liang Zhang, Shuai Zhang, Peiyi Shen, Guangming Zhu, Syed Afaq Ali Shah, Mohammed Bennamoun
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
2019	J	`jnl`	Single image dehazing using deep neural networks. Pattern Recognit. Lett. Cameron Hodges, Mohammed Bennamoun, Hossein Rahmani
2018	J	`jnl`	A Fractional Gradient Descent-Based RBF Neural Network. Circuits Syst. Signal Process. Shujaat Khan, Imran Naseem, Muhammad Ammar Malik, Roberto Togneri, Mohammed Bennamoun
2018	Misc	`conf`	A Fully Automatic Framework for Prediction of 3D Facial Rejuvenation. IVCNZ Syed Afaq Ali Shah, Mohammed Bennamoun, Michael Molton
2018	—	`book`	A Guide to Convolutional Neural Networks for Computer Vision Salman Hameed Khan, Hossein Rahmani, Syed Afaq Ali Shah, Mohammed Bennamoun
2018	J	`jnl`	A Multi-Modal, Discriminative and Spatially Invariant CNN for RGB-D Object Labeling. IEEE Trans. Pattern Anal. Mach. Intell. Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel
2018	Misc	`conf`	A Training-Free Mesh Upsampling and Morphing Technique for 3D Face Rejuvenation. IVCNZ Syed Afaq Ali Shah, Mohammed Bennamoun, Michael Molton
2018	A*	`conf`	Attention in Convolutional LSTM for Gesture Recognition. NeurIPS Liang Zhang, Guangming Zhu, Lin Mei, Peiyi Shen, Syed Afaq Ali Shah, Mohammed Bennamoun
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	J	`jnl`	Cost-Sensitive Learning of Deep Feature Representations From Imbalanced Data. IEEE Trans. Neural Networks Learn. Syst. Salman H. Khan, Munawar Hayat, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
2018	J	`jnl`	DataDeps.jl: Repeatable Data Setup for Replicable Data Science. CoRR Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun
2018	J	`jnl`	Efficient finer-grained incremental processing with MapReduce for big data. Future Gener. Comput. Syst. Liang Zhang, Yuanyuan Feng, Peiyi Shen, Guangming Zhu, Wei Wei, Juan Song, Syed Afaq Ali Shah, Mohammed Bennamoun
2018	J	`jnl`	Enhanced q-Least Mean Square. CoRR Shujaat Khan, Alishba Sadiq, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2018	J	`jnl`	Evolutionary Feature Learning for 3-D Object Recognition. IEEE Access Syed Afaq Ali Shah, Mohammed Bennamoun, Farid Boussaïd, Lyndon While
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`	Finding Word Sense Embeddings of Known Meaning. CICLing (2) Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun
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	J	`jnl`	Image Set Classification for Low Resolution Surveillance. CoRR Uzair Nadeem, Syed Afaq Ali Shah, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
2018	J	`jnl`	Improved colour-to-grey method using image segmentation and colour difference model for colour vision deficiency. IET Image Process. Liang Zhang, Qing Xu, Guangming Zhu, Juan Song, Xiangdong Zhang, Peiyi Shen, Wei Wei, Syed Afaq Ali Shah, Mohammed Bennamoun
2018	J	`jnl`	Improving Semantic Image Segmentation With a Probabilistic Superpixel-Based Dense Conditional Random Field. IEEE Access Liang Zhang, Huan Li, Peiyi Shen, Guangming Zhu, Juan Song, Syed Afaq Ali Shah, Mohammed Bennamoun, Li Zhang
2018	J	`jnl`	Learning Clip Representations for Skeleton-Based 3D Action Recognition. IEEE Trans. Image Process. Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel, Farid Boussaïd
2018	—	`conf`	Learning-based Composite Metrics for Improved Caption Evaluation. ACL (3) Naeha Sharif, Lyndon White, Mohammed Bennamoun, Syed Afaq Ali Shah
2018	J	`jnl`	Leveraging Structural Context Models and Ranking Score Fusion for Human Interaction Prediction. IEEE Trans. Multim. Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel, Farid Boussaïd
2018	—	`conf`	NNEval: Neural Network Based Evaluation Metric for Image Captioning. ECCV (8) Naeha Sharif, Lyndon White, Mohammed Bennamoun, Syed Afaq Ali Shah
2018	—	`conf`	NovelPerspective: Identifying Point of View Characters. ACL (4) Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun
2018	J	`jnl`	RAFP-Pred: Robust Prediction of Antifreeze Proteins Using Localized Analysis of n-Peptide Compositions. IEEE ACM Trans. Comput. Biol. Bioinform. Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2018	J	`jnl`	RAFP-Pred: Robust Prediction of Antifreeze Proteins using Localized Analysis of n-Peptide Compositions. CoRR Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2018	B	`conf`	Reflective Field for Pixel-Level Tasks. ICPR Liang Zhang, Xiangwen Kong, Peiyi Shen, Guangming Zhu, Juan Song, Syed Afaq Ali Shah, Mohammed Bennamoun
2018	J	`jnl`	Response to "Ghost Numbers". IEEE Trans. Pattern Anal. Mach. Intell. Munawar Hayat, Mohammed Bennamoun, Senjian An
2018	J	`jnl`	Semantic scene completion with dense CRF from a single depth image. Neurocomputing Liang Zhang, Le Wang, Xiangdong Zhang, Peiyi Shen, Mohammed Bennamoun, Guangming Zhu, Syed Afaq Ali Shah, Juan Song
2018	J	`jnl`	The most discriminant subbands for face recognition: A novel information-theoretic framework. Int. J. Wavelets Multiresolution Inf. Process. Muhammad Affan Alim, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2017	J	`jnl`	A Joint Deep Boltzmann Machine (jDBM) Model for Person Identification Using Mobile Phone Data. IEEE Trans. Multim. Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
2017	A*	`conf`	A New Representation of Skeleton Sequences for 3D Action Recognition. CVPR Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel, Farid Boussaïd
2017	J	`jnl`	A New Representation of Skeleton Sequences for 3D Action Recognition. CoRR Qiuhong Ke, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel, Farid Boussaïd
2017	J	`jnl`	A Novel Adaptive Kernel for the RBF Neural Networks. Circuits Syst. Signal Process. Shujaat Khan, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2017	J	`jnl`	A Robust Variable Step Size Fractional Least Mean Square (RVSS-FLMS) Algorithm. CoRR Shujaat Khan, Muhammad Usman, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2017	J	`jnl`	A cascade gray-stereo visual feature extraction method for visual and audio-visual speech recognition. Speech Commun. Chao Sui, Roberto Togneri, Mohammed Bennamoun
2017	B	`conf`	Deep Learning on Underwater Marine Object Detection: A Survey. ACIVS Md. Moniruzzaman, Syed Mohammed Shamsul Islam, Mohammed Bennamoun, Paul Lavery
2017	J	`jnl`	Deep feature learning for dummies: A simple auto-encoder training method using Particle Swarm Optimisation. Pattern Recognit. Lett. Chao Sui, Mohammed Bennamoun, Roberto Togneri
2017	J	`jnl`	Discriminative feature learning and region consistency activation for robust scene labeling. Neurocomputing Yandong Li, Ferdous Ahmed Sohel, Mohammed Bennamoun, Hang Lei
2017	—	`conf`	Efficient Image Set Classification Using Linear Regression Based Image Reconstruction. CVPR Workshops Syed Afaq Ali Shah, Uzair Nadeem, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
2017	J	`jnl`	Efficient Image Set Classification using Linear Regression based Image Reconstruction. CoRR Syed Afaq Ali Shah, Uzair Nadeem, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
2017	J	`jnl`	Empowering Simple Binary Classifiers for Image Set Based Face Recognition. Int. J. Comput. Vis. Munawar Hayat, Salman H. Khan, Mohammed Bennamoun
2017	J	`jnl`	Exploiting Layerwise Convexity of Rectifier Networks with Sign Constrained Weights. CoRR Senjian An, Farid Boussaïd, Mohammed Bennamoun, Ferdous Ahmed Sohel
2017	—	`conf`	FLMF: Fractional least mean fourth algorithm for channel estimation in non-Gaussian environment. ICTC Shujaat Khan, Naveed Ahmed, Muhammad Ammar Malik, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2017	J	`jnl`	Forest Change Detection in Incomplete Satellite Images With Deep Neural Networks. IEEE Trans. Geosci. Remote. Sens. Salman Hameed Khan, Xuming He, Fatih Porikli, Mohammed Bennamoun
2017	J	`jnl`	From Deep to Shallow: Transformations of Deep Rectifier Networks. CoRR Senjian An, Farid Boussaïd, Mohammed Bennamoun, Jiankun Hu
2017	J	`jnl`	Iris recognition using class-specific dictionaries. Comput. Electr. Eng. Imran Naseem, Affan Aleem, Roberto Togneri, Mohammed Bennamoun
2017	J	`jnl`	Keypoints-based surface representation for 3D modeling and 3D object recognition. Pattern Recognit. Syed Afaq Ali Shah, Mohammed Bennamoun, Farid Boussaïd
2017	A*	`conf`	Learning Action Recognition Model from Depth and Skeleton Videos. ICCV Hossein Rahmani, Mohammed Bennamoun
2017	J	`jnl`	Learning Distributions of Meant Color. CoRR Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun
2017	A*	`conf`	Learning deep structured network for weakly supervised change detection. IJCAI Salman Hameed Khan, Xuming He, Fatih Porikli, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
2017	J	`jnl`	On the Compressive Power of Deep Rectifier Networks for High Resolution Representation of Class Boundaries. CoRR Senjian An, Mohammed Bennamoun, Farid Boussaïd
2017	—	`conf`	Persistence-based Interest Point Detection for 3D Deformable Surface. VISIGRAPP (1: GRAPP) Xupeng Wang, Ferdous Ahmed Sohel, Mohammed Bennamoun, Yulan Guo, Hang Lei
2017	J	`jnl`	RGB-D Object Recognition and Grasp Detection Using Hierarchical Cascaded Forests. IEEE Trans. Robotics Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel
2017	B	`conf`	Resfeats: Residual network based features for image classification. ICIP Ammar Mahmood, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel
2017	J	`jnl`	Scale space clustering evolution for salient region detection on 3D deformable shapes. Pattern Recognit. Xupeng Wang, Ferdous Ahmed Sohel, Mohammed Bennamoun, Yulan Guo, Hang Lei
2017	J	`jnl`	SkeletonNet: Mining Deep Part Features for 3-D Action Recognition. IEEE Signal Process. Lett. Qiuhong Ke, Senjian An, Mohammed Bennamoun, Ferdous Ahmed Sohel, Farid Boussaïd
2017	—	`conf`	VP-FLMS: A Novel Variable Power Fractional LMS Algorithm. ICUFN Shujaat Khan, Muhammad Usman, Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2016	J	`jnl`	A Comprehensive Performance Evaluation of 3D Local Feature Descriptors. Int. J. Comput. Vis. Yulan Guo, Mohammed Bennamoun, Ferdous Ahmed Sohel, Min Lu, Jianwei Wan, Ngai Ming Kwok
2016	J	`jnl`	A Discriminative Representation of Convolutional Features for Indoor Scene Recognition. IEEE Trans. Image Process. Salman H. Khan, Munawar Hayat, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
2016	J	`jnl`	A Spatial Layout and Scale Invariant Feature Representation for Indoor Scene Classification. IEEE Trans. Image Process. Munawar Hayat, Salman H. Khan, Mohammed Bennamoun, Senjian An
2016	J	`jnl`	A Two-Phase Weighted Collaborative Representation for 3D partial face recognition with single sample. Pattern Recognit. Yinjie Lei, Yulan Guo, Munawar Hayat, Mohammed Bennamoun, Xinzhi Zhou
2016	J	`jnl`	A novel feature representation for automatic 3D object recognition in cluttered scenes. Neurocomputing Syed Afaq Ali Shah, Mohammed Bennamoun, Farid Boussaïd
2016	J	`jnl`	A semantic RBM-based model for image set classification. Neurocomputing Said Elaiwat, Mohammed Bennamoun, Farid Boussaïd
2016	J	`jnl`	A spatio-temporal RBM-based model for facial expression recognition. Pattern Recognit. Said Elaiwat, Mohammed Bennamoun, Farid Boussaïd
2016	J	`jnl`	An RGB-D based image set classification for robust face recognition from Kinect data. Neurocomputing Munawar Hayat, Mohammed Bennamoun, Amar A. El-Sallam
2016	B	`conf`	Audio-visual biometric recognition via joint sparse representations. ICPR Rudi Primorac, Roberto Togneri, Mohammed Bennamoun, Ferdous Ahmed Sohel
2016	J	`jnl`	Automatic Shadow Detection and Removal from a Single Image. IEEE Trans. Pattern Anal. Mach. Intell. Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
2016	B	`conf`	Coral classification with hybrid feature representations. ICIP Ammar Mahmood, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel, Farid Boussaïd, Renae Hovey, Gary A. Kendrick, Robert B. Fisher
2016	J	`jnl`	EI3D: Expression-invariant 3D face recognition based on feature and shape matching. Pattern Recognit. Lett. Yulan Guo, Yinjie Lei, Li Liu, Yan Wang, Mohammed Bennamoun, Ferdous Ahmed Sohel
2016	—	`conf`	Generating Bags of Words from the Sums of Their Word Embeddings. CICLing (1) Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun
2016	A	`conf`	Heat propagation contours for 3D non-rigid shape analysis. WACV Xupeng Wang, Ferdous Ahmed Sohel, Mohammed Bennamoun, Hang Lei
2016	—	`conf`	Human Interaction Prediction Using Deep Temporal Features. ECCV Workshops (2) Qiuhong Ke, Mohammed Bennamoun, Senjian An, Farid Boussaïd, Ferdous Ahmed Sohel
2016	J	`jnl`	Integrating Geometrical Context for Semantic Labeling of Indoor Scenes using RGBD Images. Int. J. Comput. Vis. Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri, Imran Naseem
2016	J	`jnl`	Iterative deep learning for image set based face and object recognition. Neurocomputing Syed Afaq Ali Shah, Mohammed Bennamoun, Farid Boussaïd
2016	—	`conf`	Modelling Sentence Generation from Sum of Word Embedding Vectors as a Mixed Integer Programming Problem. ICDM Workshops Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun
2016	J	`jnl`	Partial fingerprint indexing: a combination of local and reconstructed global features. Concurr. Comput. Pract. Exp. Wei Zhou, Jiankun Hu, Song Wang, Ian R. Petersen, Mohammed Bennamoun
2016	J	`jnl`	ResFeats: Residual Network Based Features for Image Classification. CoRR Ammar Mahmood, Mohammed Bennamoun, Senjian An, Ferdous Ahmed Sohel
2016	A*	`conf`	Simultaneous dense scene reconstruction and object labeling. ICRA Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel
2016	J	`jnl`	Spatial, Structural and Temporal Feature Learning for Human Interaction Prediction. CoRR Qiuhong Ke, Mohammed Bennamoun, Senjian An, Farid Boussaïd, Ferdous Ahmed Sohel
2016	J	`jnl`	Unsupervised segmentation of unknown objects in complex environments. Auton. Robots Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel
2016	J	`jnl`	Weakly Supervised Change Detection in a Pair of Images. CoRR Salman Hameed Khan, Xuming He, Mohammed Bennamoun, Fatih Porikli, Ferdous Ahmed Sohel, Roberto Togneri
2015	J	`jnl`	A Curvelet-based approach for textured 3D face recognition. Pattern Recognit. Said Elaiwat, Mohammed Bennamoun, Farid Boussaïd, Amar A. El-Sallam
2015	J	`jnl`	A Discriminative Representation of Convolutional Features for Indoor Scene Recognition. CoRR Salman H. Khan, Munawar Hayat, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
2015	J	`jnl`	A Low-Cost Implementation of a 360° Vision Distributed Aperture System. IEEE Trans. Circuits Syst. Video Technol. Xiaoming Peng, Mohammed Bennamoun, Qingbo Wang, Qian Ma, Zhiyong Xu
2015	J	`jnl`	A Spatial Layout and Scale Invariant Feature Representation for Indoor Scene Classification. CoRR Munawar Hayat, Salman H. Khan, Mohammed Bennamoun, Senjian An
2015	J	`jnl`	A Unified Framework for Brain Segmentation in MR Images. Comput. Math. Methods Medicine Sepideh Yazdani, Rubiyah Yusof, Alireza Karimian, Amir Hosein Riazi, Mohammed Bennamoun
2015	J	`jnl`	A confidence-based late fusion framework for audio-visual biometric identification. Pattern Recognit. Lett. Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
2015	—	`conf`	A deep neural network for audio-visual person recognition. BTAS Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
2015	J	`jnl`	A novel 3D vorticity based approach for automatic registration of low resolution range images. Pattern Recognit. Syed Afaq Ali Shah, Mohammed Bennamoun, Farid Boussaïd
2015	J	`jnl`	A novel local surface feature for 3D object recognition under clutter and occlusion. Inf. Sci. Yulan Guo, Ferdous Ahmed Sohel, Mohammed Bennamoun, Jianwei Wan, Min Lu
2015	J	`jnl`	An Integrated Framework for 3-D Modeling, Object Detection, and Pose Estimation From Point-Clouds. IEEE Trans. Instrum. Meas. Yulan Guo, Mohammed Bennamoun, Ferdous Ahmed Sohel, Min Lu, Jianwei Wan
2015	Misc	`conf`	Automatic 3D face landmark localization based on 3D vector field analysis. IVCNZ Syed Afaq Ali Shah, Mohammed Bennamoun, Farid Boussaïd
2015	C	`conf`	Binary Descriptor Based on Heat Diffusion for Non-rigid Shape Analysis. PSIVT Xupeng Wang, Ferdous Ahmed Sohel, Mohammed Bennamoun, Hang Lei
2015	A*	`conf`	Contractive Rectifier Networks for Nonlinear Maximum Margin Classification. ICCV Senjian An, Munawar Hayat, Salman H. Khan, Mohammed Bennamoun, Farid Boussaïd, Ferdous Ahmed Sohel
2015	J	`jnl`	Cost Sensitive Learning of Deep Feature Representations from Imbalanced Data. CoRR Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
2015	C	`conf`	Deep Boltzmann Machines for i-Vector Based Audio-Visual Person Identification. PSIVT Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
2015	J	`jnl`	Deep Reconstruction Models for Image Set Classification. IEEE Trans. Pattern Anal. Mach. Intell. Munawar Hayat, Mohammed Bennamoun, Senjian An
2015	A	`conf`	Discriminative feature learning for efficient RGB-D object recognition. IROS Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel
2015	J	`jnl`	Effect of prosthodontic planning on intercuspal occlusal contacts: Comparison of digital and conventional planning. Comput. Biol. Medicine Jaafar Abduo, Mohammed Bennamoun, Marc Tennant, John McGeachie
2015	A*	`conf`	Efficient RGB-D object categorization using cascaded ensembles of randomized decision trees. ICRA Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel
2015	Misc	`conf`	Extracting deep bottleneck features for visual speech recognition. ICASSP Chao Sui, Roberto Togneri, Mohammed Bennamoun
2015	A	`conf`	Heterogeneous Multi-column ConvNets with a Fusion Framework for Object Recognition. WACV Yandong Li, Ferdous Ahmed Sohel, Mohammed Bennamoun, Hang Lei
2015	A*	`conf`	How Can Deep Rectifier Networks Achieve Linear Separability and Preserve Distances? ICML Senjian An, Farid Boussaïd, Mohammed Bennamoun
2015	Misc	`conf`	How Well Sentence Embeddings Capture Meaning. ADCS Lyndon White, Roberto Togneri, Wei Liu, Mohammed Bennamoun
2015	A*	`conf`	Listening with Your Eyes: Towards a Practical Visual Speech Recognition System Using Deep Boltzmann Machines. ICCV Chao Sui, Mohammed Bennamoun, Roberto Togneri
2015	B	`conf`	Outdoor scene labelling with learned features and region consistency activation. ICIP Yandong Li, Ferdous Ahmed Sohel, Mohammed Bennamoun, Hang Lei
2015	J	`jnl`	Quantitative Error Analysis of Bilateral Filtering. IEEE Signal Process. Lett. Senjian An, Farid Boussaïd, Mohammed Bennamoun, Ferdous Ahmed Sohel
2015	A*	`conf`	Separating objects and clutter in indoor scenes. CVPR Salman Hameed Khan, Xuming He, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
2015	—	`conf`	Sign Constrained Rectifier Networks with Applications to Pattern Decompositions. ECML/PKDD (1) Senjian An, Qiuhong Ke, Mohammed Bennamoun, Farid Boussaïd, Ferdous Ahmed Sohel
2015	—	`conf`	Towards a Fully Automatic Markerless Motion Analysis System for the Estimation of Body Joint Kinematics with Application to Sport Analysis. GRAPP Amar A. El-Sallam, Mohammed Bennamoun, Koji Honda, Andrew Lyttle, Jacqueline A. Alderson
2014	J	`jnl`	3D Object Recognition in Cluttered Scenes with Local Surface Features: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. Yulan Guo, Mohammed Bennamoun, Ferdous Ahmed Sohel, Min Lu, Jianwei Wan
2014	—	`conf`	A benchmark 3D fingerprint database. FSKD Wei Zhou, Jiankun Hu, Ian R. Petersen, Song Wang, Mohammed Bennamoun
2014	A	`conf`	A model-free approach for the segmentation of unknown objects. IROS Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel
2014	J	`jnl`	An Accurate and Robust Range Image Registration Algorithm for 3D Object Modeling. IEEE Trans. Multim. Yulan Guo, Ferdous Ahmed Sohel, Mohammed Bennamoun, Jianwei Wan, Min Lu
2014	J	`jnl`	An Automatic Framework for Textured 3D Video-Based Facial Expression Recognition. IEEE Trans. Affect. Comput. Munawar Hayat, Mohammed Bennamoun
2014	J	`jnl`	An efficient 3D face recognition approach using local geometrical signatures. Pattern Recognit. Yinjie Lei, Mohammed Bennamoun, Munawar Hayat, Yulan Guo
2014	A*	`conf`	Automatic Feature Learning for Robust Shadow Detection. CVPR Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
2014	C	`conf`	Confidence-based Rank-level Fusion for Audio-visual Person Identification System. ICPRAM Mohammad Rafiqul Alam, Mohammed Bennamoun, Roberto Togneri, Ferdous Ahmed Sohel
2014	B	`conf`	Fingerprint Indexing Based on Combination of Novel Minutiae Triplet Features. NSS Wei Zhou, Jiankun Hu, Song Wang, Ian R. Petersen, Mohammed Bennamoun
2014	—	`conf`	Geometry Driven Semantic Labeling of Indoor Scenes. ECCV (1) Salman Hameed Khan, Mohammed Bennamoun, Ferdous Ahmed Sohel, Roberto Togneri
2014	A*	`conf`	Learning Non-linear Reconstruction Models for Image Set Classification. CVPR Munawar Hayat, Mohammed Bennamoun, Senjian An
2014	—	`conf`	Model-Free Segmentation and Grasp Selection of Unknown Stacked Objects. ECCV (5) Umar Asif, Mohammed Bennamoun, Ferdous Ahmed Sohel
2014	—	`conf`	Performance Evaluation of 3D Local Feature Descriptors. ACCV (2) Yulan Guo, Mohammed Bennamoun, Ferdous Ahmed Sohel, Min Lu, Jianwei Wan, Jun Zhang
2014	Misc	`conf`	Performance Evaluation of 3D Local Surface Descriptors for Low and High Resolution Range Image Registration. DICTA Syed Afaq Ali Shah, Mohammed Bennamoun, Farid Boussaïd
2014	—	`conf`	Reverse Training: An Efficient Approach for Image Set Classification. ECCV (6) Munawar Hayat, Mohammed Bennamoun, Senjian An
2013	A	`conf`	3D free form object recognition using rotational projection statistics. WACV Yulan Guo, Mohammed Bennamoun, Ferdous Ahmed Sohel, Jianwei Wan, Min Lu
2013	B	`conf`	3D-Div: A novel local surface descriptor for feature matching and pairwise range image registration. ICIP Syed Afaq Ali Shah, Mohammed Bennamoun, Farid Boussaïd, Amar A. El-Sallam
2013	J	`jnl`	A Gaussian Process Guided Particle Filter for Tracking 3D Human Pose in Video. IEEE Trans. Image Process. Suman Sedai, Mohammed Bennamoun, Du Q. Huynh
2013	—	`conf`	A Low Cost Visual Hull based Markerless System for the Optimization of Athletic Techniques in Outdoor Environments. GRAPP/IVAPP Amar A. El-Sallam, Mohammed Bennamoun, Ferdous Ahmed Sohel, Jacqueline A. Alderson, Andrew Lyttle, Trenton Warburton
2013	—	`conf`	A Novel Local Surface Description for Automatic 3D Object Recognition in Low Resolution Cluttered Scenes. ICCV Workshops Syed Afaq Ali Shah, Mohammed Bennamoun, Farid Boussaïd, Amar A. El-Sallam
2013	A	`conf`	A lip extraction algorithm using region-based ACM with automatic contour initialization. WACV Chao Sui, Mohammed Bennamoun, Roberto Togneri, Serajul Haque
2013	A	`conf`	A low cost 3D markerless system for the reconstruction of athletic techniques. WACV Amar A. El-Sallam, Mohammed Bennamoun, Ferdous Ahmed Sohel, Jacqueline A. Alderson, Andrew Lyttle, M. Rossi
2013	J	`jnl`	An efficient 3D face recognition approach based on the fusion of novel local low-level features. Pattern Recognit. Yinjie Lei, Mohammed Bennamoun, Amar A. El-Sallam
2013	A	`conf`	Clustering of video-patches on Grassmannian manifold for facial expression recognition from 3D videos. WACV Munawar Hayat, Mohammed Bennamoun, Amar A. El-Sallam
2013	J	`jnl`	Discriminative fusion of shape and appearance features for human pose estimation. Pattern Recognit. Suman Sedai, Mohammed Bennamoun, Du Q. Huynh
2013	J	`jnl`	Multibiometric human recognition using 3D ear and face features. Pattern Recognit. Syed M. S. Islam, Rowan Davies, Mohammed Bennamoun, Robyn A. Owens, Ajmal S. Mian
2013	B	`conf`	Partial Fingerprint Reconstruction with Improved Smooth Extension. NSS Wei Zhou, Jiankun Hu, Ian R. Petersen, Mohammed Bennamoun
2013	J	`jnl`	Rotational Projection Statistics for 3D Local Surface Description and Object Recognition CoRR Yulan Guo, Ferdous Ahmed Sohel, Mohammed Bennamoun, Min Lu, Jianwei Wan
2013	J	`jnl`	Rotational Projection Statistics for 3D Local Surface Description and Object Recognition. Int. J. Comput. Vis. Yulan Guo, Ferdous Ahmed Sohel, Mohammed Bennamoun, Min Lu, Jianwei Wan
2013	—	`conf`	TriSI: A Distinctive Local Surface Descriptor for 3D Modeling and Object Recognition. GRAPP/IVAPP Yulan Guo, Ferdous Ahmed Sohel, Mohammed Bennamoun, Min Lu, Jianwei Wan
2012	J	`jnl`	A review of recent advances in 3D ear- and expression-invariant face biometrics. ACM Comput. Surv. Syed M. S. Islam, Mohammed Bennamoun, Robyn A. Owens, Rowan Davies
2012	Misc	`conf`	A structured template based 3D face recognition approach. IVCNZ Yinjie Lei, Mohammed Bennamoun, Amar A. El-Sallam
2012	—	`conf`	Discrimination comparison between audio and visual features. ACSCC Chao Sui, Roberto Togneri, Serajul Haque, Mohammed Bennamoun
2012	C	`conf`	Evaluation of Spatiotemporal Detectors and Descriptors for Facial Expression Recognition. HSI Munawar Hayat, Mohammed Bennamoun, Amar A. El-Sallam
2012	B	`conf`	Fully automatic face recognition from 3D videos. ICPR Munawar Hayat, Mohammed Bennamoun, Amar A. El-Sallam
2012	J	`jnl`	Nature-Inspired Techniques in the Context of Fraud Detection. IEEE Trans. Syst. Man Cybern. Part C Mohammad Behdad, Luigi Barone, Mohammed Bennamoun, Tim French
2012	C	`conf`	Novel low level local features for 3D expression invariant face recognition. ICARCV Munawar Hayat, Mohammed Bennamoun, Yinjie Lei, Amar A. El-Sallam
2012	J	`jnl`	On XCSR for electronic fraud detection. Evol. Intell. Mohammad Behdad, Luigi Barone, Tim French, Mohammed Bennamoun
2012	J	`jnl`	On principal component analysis for high-dimensional XCSR. Evol. Intell. Mohammad Behdad, Tim French, Luigi Barone, Mohammed Bennamoun
2012	J	`jnl`	Ontology learning from text: A look back and into the future. ACM Comput. Surv. Wilson Wong, Wei Liu, Mohammed Bennamoun
2012	J	`jnl`	Robust regression for face recognition. Pattern Recognit. Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2012	J	`jnl`	Sliding-Window Designs for Vertex-Based Shape Coding. IEEE Trans. Multim. Ferdous Ahmed Sohel, Gour C. Karmakar, Laurence S. Dooley, Mohammed Bennamoun
2012	J	`jnl`	Spatially Optimized Data-Level Fusion of Texture and Shape for Face Recognition. IEEE Trans. Image Process. Faisal R. Al-Osaimi, Mohammed Bennamoun, Ajmal S. Mian
2011	J	`jnl`	A pitfall in fingerprint bio-cryptographic key generation. Comput. Secur. Peng Zhang, Jiankun Hu, Cai Li, Mohammed Bennamoun, Vijayakumar Bhagavatula
2011	J	`jnl`	A training-free nose tip detection method from face range images. Pattern Recognit. Xiaoming Peng, Mohammed Bennamoun, Ajmal S. Mian
2011	J	`jnl`	Biometric security for mobile computing. Secur. Commun. Networks Jiankun Hu, Vijayakumar Bhagavatula, Mohammed Bennamoun, Kar-Ann Toh
2011	J	`jnl`	Constructing specialised corpora through analysing domain representativeness of websites. Lang. Resour. Evaluation Wilson Wong, Wei Liu, Mohammed Bennamoun
2011	J	`jnl`	Efficient Detection and Recognition of 3D Ears. Int. J. Comput. Vis. Syed M. S. Islam, Rowan Davies, Mohammed Bennamoun, Ajmal S. Mian
2011	J	`jnl`	Geometric distortion measurement for shape coding: A contemporary review. ACM Comput. Surv. Ferdous Ahmed Sohel, Gour C. Karmakar, Laurence S. Dooley, Mohammed Bennamoun
2011	J	`jnl`	Illumination normalization of facial images by reversing the process of image formation. Mach. Vis. Appl. Faisal R. Al-Osaimi, Mohammed Bennamoun, Ajmal S. Mian
2011	—	`conf`	Nose Tip Detection and Tracking in 3D Video Sequences. GRAPP Xiaoming Peng, Mohammed Bennamoun
2011	—	`conf`	PCA for improving the performance of XCSF in classification of high-dimensional problems. GECCO (Companion) Mohammad Behdad, Tim French, Luigi Barone, Mohammed Bennamoun
2011	A	`conf`	Supervised particle filter for tracking 2D human pose in monocular video. WACV Suman Sedai, Du Q. Huynh, Mohammed Bennamoun
2010	—	`conf`	An HMM-SVM-Based Automatic Image Annotation Approach. ACCV (4) Yinjie Lei, Wilson Wong, Wei Liu, Mohammed Bennamoun
2010	—	`conf`	An investigation of real-valued accuracy-based learning classifier systems for electronic fraud detection. GECCO (Companion) Mohammad Behdad, Luigi Barone, Tim French, Mohammed Bennamoun
2010	J	`jnl`	Drift-correcting template update strategy for precision feature point tracking. Image Vis. Comput. Xiaoming Peng, Mohammed Bennamoun, Qian Ma, Ying Lei, Qiheng Zhang, Wufan Chen
2010	J	`jnl`	Linear Regression for Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2010	A	`conf`	Localized fusion of Shape and Appearance features for 3D Human Pose Estimation. BMVC Suman Sedai, Mohammed Bennamoun, Du Q. Huynh
2010	J	`jnl`	On the Repeatability and Quality of Keypoints for Local Feature-based 3D Object Retrieval from Cluttered Scenes. Int. J. Comput. Vis. Ajmal S. Mian, Mohammed Bennamoun, Robyn A. Owens
2010	A	`conf`	On the problems of using learning classifier systems for fraud detection. GECCO Mohammad Behdad, Tim French, Luigi Barone, Mohammed Bennamoun
2010	B	`conf`	Probabilistic human pose recovery from 2D images. ICIP Farid Flitti, Mohammed Bennamoun, Du Q. Huynh, Robyn A. Owens
2010	B	`conf`	Robust Regression for Face Recognition. ICPR Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2010	—	`conf`	Semi-supervised Neighborhood Preserving Discriminant Embedding: A Semi-supervised Subspace Learning Algorithm. ACCV (3) Maryam Mehdizadeh, Cara MacNish, R. Nazim Khan, Mohammed Bennamoun
2010	B	`conf`	Sparse Representation for Speaker Identification. ICPR Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2009	—	`conf`	3D Human Pose Estimation from Static Images Using Local Features and Discriminative Learning. ICIAR Suman Sedai, Farid Flitti, Mohammed Bennamoun, Du Q. Huynh
2009	J	`jnl`	A probabilistic framework for automatic term recognition. Intell. Data Anal. Wilson Wong, Wei Liu, Mohammed Bennamoun
2009	B	`conf`	Acquiring Semantic Relations Using the Web for Constructing Lightweight Ontologies. PAKDD Wilson Wong, Wei Liu, Mohammed Bennamoun
2009	J	`jnl`	An Expression Deformation Approach to Non-rigid 3D Face Recognition. Int. J. Comput. Vis. Faisal R. Al-Osaimi, Mohammed Bennamoun, Ajmal S. Mian
2009	J	`jnl`	An extension of min/max flow framework. Image Vis. Comput. Hongchuan Yu, Mohammed Bennamoun, Chin-Seng Chua
2009	Misc	`conf`	Context-Based Appearance Descriptor for 3D Human Pose Estimation from Monocular Images. DICTA Suman Sedai, Mohammed Bennamoun, Du Q. Huynh
2009	B	`conf`	Face identification using linear regression. ICIP Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2009	—	`conf`	Image Dependent Spatial Shape Error Concealment for Multiple Shapes. SITIS Ferdous Ahmed Sohel, Mohammed Bennamoun
2009	—	`conf`	On Decomposing an Unseen 3D Face into Neutral Face and Expression Deformations. ICB Faisal R. Al-Osaimi, Mohammed Bennamoun, Ajmal S. Mian
2009	C	`conf`	Probabilistic Satellite Image Fusion. CAIP Farid Flitti, Mohammed Bennamoun, Du Q. Huynh, Amine Bermak, Christophe Collet
2009	—	`conf`	Score Level Fusion of Ear and Face Local 3D Features for Fast and Expression-Invariant Human Recognition. ICIAR Syed M. S. Islam, Mohammed Bennamoun, Ajmal S. Mian, Rowan Davies
2009	—	`conf`	Sparse Representation for Video-Based Face Recognition. ICB Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2008	B	`conf`	A Fast and Fully Automatic Ear Recognition Approach Based on 3D Local Surface Features. ACIVS Syed M. S. Islam, Rowan Davies, Ajmal S. Mian, Mohammed Bennamoun
2008	—	`conf`	Constructing Web Corpora through Topical Web Partitioning for Term Recognition. Australasian Conference on Artificial Intelligence Wilson Wong, Wei Liu, Mohammed Bennamoun
2008	B	`conf`	Determining the Unithood of Word Sequences Using a Probabilistic Approach. IJCNLP Wilson Wong, Wei Liu, Mohammed Bennamoun
2008	J	`jnl`	Determining the Unithood of Word Sequences using Mutual Information and Independence Measure CoRR Wilson Wong, Wei Liu, Mohammed Bennamoun
2008	J	`jnl`	Determining the Unithood of Word Sequences using a Probabilistic Approach CoRR Wilson Wong, Wei Liu, Mohammed Bennamoun
2008	J	`jnl`	Enhanced Integrated Scoring for Cleaning Dirty Texts CoRR Wilson Wong, Wei Liu, Mohammed Bennamoun
2008	A	`conf`	Fast and Fully Automatic Ear Detection Using Cascaded AdaBoost. WACV Syed M. S. Islam, Mohammed Bennamoun, Rowan Davies
2008	J	`jnl`	Integration of local and global geometrical cues for 3D face recognition. Pattern Recognit. Faisal R. Al-Osaimi, Mohammed Bennamoun, Ajmal S. Mian
2008	J	`jnl`	Keypoint Detection and Local Feature Matching for Textured 3D Face Recognition. Int. J. Comput. Vis. Ajmal S. Mian, Mohammed Bennamoun, Robyn A. Owens
2008	—	`conf`	Sparse Representation for Ear Biometrics. ISVC (2) Imran Naseem, Roberto Togneri, Mohammed Bennamoun
2007	—	`conf`	3D shape representation by fusing local and global information. ISSPA Faisal R. Al-Osaimi, Mohammed Bennamoun, Ajmal S. Mian
2007	J	`jnl`	An Efficient Multimodal 2D-3D Hybrid Approach to Automatic Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Ajmal S. Mian, Mohammed Bennamoun, Robyn A. Owens
2007	—	`conf`	Biometric Approaches of 2D-3D Ear and Face: A Survey. SCSS (1) Syed M. S. Islam, Mohammed Bennamoun, Robyn A. Owens, Rowan Davies
2007	J	`jnl`	Complete invariants for robust face recognition. Pattern Recognit. Hongchuan Yu, Mohammed Bennamoun
2007	Misc	`conf`	Determining Termhood for Learning Domain Ontologies in a Probabilistic Framework. AusDM Wilson Wong, Wei Liu, Mohammed Bennamoun
2007	Misc	`conf`	Determining Termhood for Learning Domain Ontologies using Domain Prevalence and Tendency. AusDM Wilson Wong, Wei Liu, Mohammed Bennamoun
2007	A	`conf`	Interest-point Based Face Recognition from Range Images. BMVC Faisal R. Al-Osaimi, Mohammed Bennamoun, Ajmal S. Mian
2007	—	`conf`	Keypoint Identification and Feature-Based 3D Face Recognition. ICB Ajmal S. Mian, Mohammed Bennamoun, Robyn A. Owens
2007	J	`jnl`	Tree-Traversing Ant Algorithm for term clustering based on featureless similarities. Data Min. Knowl. Discov. Wilson Wong, Wei Liu, Mohammed Bennamoun
2006	—	`conf`	1D-PCA, 2D-PCA to nD-PCA. ICPR (4) Hongchuan Yu, Mohammed Bennamoun
2006	—	`conf`	2D and 3D Multimodal Hybrid Face Recognition. ECCV (3) Ajmal S. Mian, Mohammed Bennamoun, Robyn A. Owens
2006	J	`jnl`	A Novel Representation and Feature Matching Algorithm for Automatic Pairwise Registration of Range Images. Int. J. Comput. Vis. Ajmal S. Mian, Mohammed Bennamoun, Robyn A. Owens
2006	—	`conf`	Automatic 3D Face Detection, Normalization and Recognition. 3DPVT Ajmal S. Mian, Mohammed Bennamoun, Robyn A. Owens
2006	—	`conf`	Face Recognition Using 2D and 3D Multimodal Local Features. ISVC (1) Ajmal S. Mian, Mohammed Bennamoun, Robyn A. Owens
2006	—	`conf`	Illumination Normalization for Color Face Images. ISVC (1) Faisal R. Al-Osaimi, Mohammed Bennamoun, Ajmal S. Mian
2006	Misc	`conf`	Integrated Scoring For Spelling Error Correction, Abbreviation Expansion and Case Restoration in Dirty Text. AusDM Wilson Wong, Wei Liu, Mohammed Bennamoun
2006	A	`conf`	Text-independent speaker identification in birds. INTERSPEECH E. J. S. Fox, J. D. Roberts, Mohammed Bennamoun
2006	J	`jnl`	Three-Dimensional Model-Based Object Recognition and Segmentation in Cluttered Scenes. IEEE Trans. Pattern Anal. Mach. Intell. Ajmal S. Mian, Mohammed Bennamoun, Robyn A. Owens
2005	—	`conf`	3D Recognition and Segmentation of Objects in Cluttered Scenes. WACV/MOTION Ajmal S. Mian, Mohammed Bennamoun, Robyn A. Owens
2005	C	`conf`	A Phase Correlation Approach to Active Vision. CAIP Hongchuan Yu, Mohammed Bennamoun
2005	J	`jnl`	Automatic Correspondence for 3d Modeling: an Extensive Review. Int. J. Shape Model. Ajmal S. Mian, Mohammed Bennamoun, Robyn A. Owens
2005	—	`conf`	Complete invariant description under usual Fourier-Mellin transform. ISSPA Hongchuan Yu, Mohammed Bennamoun
2005	—	`conf`	Matching Tensors for Pose Invariant Automatic 3D Face Recognition. CVPR Workshops Ajmal S. Mian, Mohammed Bennamoun, Robyn A. Owens
2005	A	`conf`	Region-based Matching for Robust 3D Face Recognition. BMVC Ajmal S. Mian, Mohammed Bennamoun, Robyn A. Owens
2005	Misc	`conf`	Two Novel Complete Sets of Similarity Invariants. ISVC Hongchuan Yu, Mohammed Bennamoun
2004	—	`conf`	A novel algorithm for automatic 3D model-based free-form object recognition. SMC (7) Ajmal S. Mian, Mohammed Bennamoun, Robyn A. Owens
2004	—	`conf`	An edge fusion approach based on the concept of multiple detector behavior. SMC (3) Ahmed Al-Ani, Mohammed Bennamoun
2004	J	`jnl`	Automated Spline Surface Modeling And Matching For Recognition Of Free-Form Objects. Int. J. Image Graph. George J. Mamic, Mohammed Bennamoun
2004	—	`conf`	From Unordered Range Images to 3D Models: A Fully Automatic Multiview Correspondence Algorithm. TPCG Ajmal S. Mian, Mohammed Bennamoun, Robyn A. Owens
2004	—	`conf`	Matching Tensors for Automatic Correspondence and Registration. ECCV (2) Ajmal S. Mian, Mohammed Bennamoun, Robyn A. Owens
2004	B	`conf`	Performance analysis of an improved tensor based correspondence algorithm for automatic 3d modeling. ICIP Ajmal S. Mian, Mohammed Bennamoun, Robyn A. Owens
2003	J	`jnl`	Editorial: Correspondence And Registration Techniques. Int. J. Pattern Recognit. Artif. Intell. Mohammed Bennamoun
2003	J	`jnl`	Non-Rigid Image Registration and the Use of Mutual Information. Aust. J. Intell. Inf. Process. Syst. Clinton Fookes, Mohammed Bennamoun
2003	J	`jnl`	Rigid Medical Image Registration And Its Association With Mutual Information. Int. J. Pattern Recognit. Artif. Intell. Clinton Fookes, Mohammed Bennamoun
2002	—	`conf`	Improved Stereo Image Matching Using Mutual Information and Hierarchical Prior Probabilities. ICPR (2) Clinton Fookes, Mohammed Bennamoun, A. Lamanna
2002	—	`book`	Object Recognition: Fundamentals and Case Studies. Mohammed Bennamoun, George J. Mamic
2002	J	`jnl`	Optimal Gabor filters for textile flaw detection. Pattern Recognit. Adriana Bodnarova, Mohammed Bennamoun, Shane J. Latham
2002	J	`jnl`	Representation and Recognition of 3D Free-Form Objects. Digit. Signal Process. George J. Mamic, Mohammed Bennamoun
2001	Misc	`conf`	A 3D acquisition and modelling system. ICASSP Suhail Mahadevan, Haris Pandzo, Mohammed Bennamoun, John A. Williams
2001	J	`jnl`	An Arabic optical character recognition system using recognition-based segmentation. Pattern Recognit. A. Cheung, Mohammed Bennamoun, Neil W. Bergmann
2001	—	`conf`	Automatic Bayesian knot placement for spline fitting. ICIP (1) George J. Mamic, Mohammed Bennamoun
2001	J	`jnl`	Reliability analysis of the rank transform for stereo matching. IEEE Trans. Syst. Man Cybern. Part B Jasmine Banks, Mohammed Bennamoun
2001	J	`jnl`	Simultaneous Registration of Multiple Corresponding Point Sets. Comput. Vis. Image Underst. John A. Williams, Mohammed Bennamoun
2000	Misc	`conf`	A constrained minimisation approach to optimise Gabor filters for detecting flaws in woven textiles. ICASSP Adriana Bodnarova, Mohammed Bennamoun, Shane J. Latham
2000	B	`conf`	Accurate Localization of Edges in Noisy Volume Images. ICPR Pi-chi Chou, Mohammed Bennamoun
2000	B	`conf`	Automatic Flaw Detection in Textiles Using a Neyman-Pearson Detector. ICPR George J. Mamic, Mohammed Bennamoun
2000	B	`conf`	Evaluation of a Novel Multiple Point Set Registration Algorithm. ICPR John A. Williams, Mohammed Bennamoun
2000	B	`conf`	Global 3D Rigid Registration of Medical Images. ICIP Clinton Fookes, John A. Williams, Mohammed Bennamoun
2000	B	`conf`	Multiple View Surface Registration with Error Modeling and Analysis. ICIP John A. Williams, Mohammed Bennamoun
2000	C	`conf`	Review of 3D object representation techniques for automatic object recognition. VCIP George J. Mamic, Mohammed Bennamoun
2000	Misc	`conf`	Simultaneous registration of multiple point sets using orthonormal matrices. ICASSP John A. Williams, Mohammed Bennamoun
2000	J	`jnl`	Suitability Analysis of Techniques for Flaw Detection in Textiles using Texture Analysis. Pattern Anal. Appl. Adriana Bodnarova, Mohammed Bennamoun, Kurt Kubik
2000	B	`conf`	Textile Flaw Detection Using Optimal Gabor Filters. ICPR Adriana Bodnarova, Mohammed Bennamoun, Shane J. Latham
2000	C	`conf`	Three-dimensional hybrid edge detection. VCIP Mohammed Bennamoun, Pi-chi Chou, Espen Norheim, Michael O'Loan
1999	Misc	`conf`	A constraint to improve the reliability of stereo matching using the rank transform. ICASSP Jasmine Banks, Mohammed Bennamoun, Kurt Kubik, Peter Corke
1999	—	`conf`	Dynamic retinal image reconstruction of the human eye. ISSPA Christopher Chao, D. Robert Iskander, Michael J. Collins, Brett A. Davis, Mohammed Bennamoun
1999	J	`jnl`	Fast and Robust Stereo Matching Algorithms for Mining Automation. Digit. Signal Process. Jasmine Banks, Mohammed Bennamoun, Peter Corke
1998	—	`conf`	3D terrain reconstruction using compound techniques. Visual Information Processing Yihui Lu, Kurt Kubik, Mohammed Bennamoun
1998	B	`conf`	A non-linear filtering approach to image matching. ICPR John A. Williams, Mohammed Bennamoun
1998	B	`conf`	A recognition-based Arabic optical character recognition system. SMC A. Cheung, Mohammed Bennamoun, Neil W. Bergmann
1998	—	`conf`	An Extended Kalman Filtering Approach to High Precision Stereo Image Matching. ICIP (2) John A. Williams, Mohammed Bennamoun
1998	B	`conf`	Automatic visual inspection and flaw detection in textile materials: past, present and future. SMC Mohammed Bennamoun, Adriana Bodnarova
1998	B	`conf`	Defect detection in textile materials based on aspects of the HVS. SMC Adriana Bodnarova, Mohammed Bennamoun, Kurt Kubik
1998	Misc	`conf`	Evaluation of New and Existing Confidence Measures for Stereo Matching. IVCNZ Jasmine Banks, Mohammed Bennamoun, Kurt Kubik, Peter I. Corke
1998	B	`conf`	Handwritten character recognition by contour sequence moments and neural network. SMC Yuk Ying Chung, Man To Wong, Mohammed Bennamoun
1998	B	`conf`	Image segmentation and image matching for 3D terrain reconstruction. ICPR Yihui Lu, Kurt Kubik, Mohammed Bennamoun
1998	B	`conf`	Implementing neural network in custom computers. SMC Yuk Ying Chung, Man To Wong, Neil W. Bergmann, Mohammed Bennamoun
1997	J	`jnl`	A structural-description-based vision system for automatic object recognition. IEEE Trans. Syst. Man Cybern. Part B Mohammed Bennamoun, Boualem Boashash
1997	—	`conf`	Application of Time-Frequency Signal Analysis to Motion Estimation. ICIP (2) Mohammed Bennamoun
1994	—	`conf`	A contour-based part segmentation algorithm. ICASSP (5) Mohammed Bennamoun
1994	—	`conf`	Integrataion of a Part Segmentation Based Vision System. ICIP (3) Mohammed Bennamoun, Boualem Boashash
1991	A	`conf`	Avoidance of unknown obstacles using proximity fields. IROS Mohammed Bennamoun, Ahmad A. Masoud, M. A. Ramsay, Mohamed M. Bayoumi