Mohamed E. Hussein

59 papers A* 7A 9B 1C 1Misc 1Journal 27Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Critical Review of Predominant Bias in Neural Networks. CoRR Jiazhi Li, Mahyar Khayatkhoei, Jiageng Zhu, Hanchen Xie, Mohamed E. Hussein, Wael AbdAlmageed
2025	J	`jnl`	Fairness and Disentanglement: A Critical Review of Predominant Bias in Neural Networks. Trans. Mach. Learn. Res. Jiazhi Li, Mahyar Khayatkhoei, Jiageng Zhu, Hanchen Xie, Mohamed E. Hussein, Wael AbdAlmageed
2024	—	`conf`	Large Multimodal Models Thrive with Little Data for Image Emotion Prediction. ICPR (1) Peng He, Mohamed E. Hussein, Wael Abd-Almageed
2024	A	`conf`	Multi-Scope Representation Learning for Causal Relation Discovery with new Challenging Datasets. BMVC Jiageng Zhu, Hanchen Xie, Jianhua Wu, Mohamed E. Hussein, Mahyar Khayatkhoei, Jiazhi Li, Wael AbdAlmageed
2024	—	`conf`	TRIGS: Trojan Identification from Gradient-Based Signatures. ICPR (3) Mohamed E. Hussein, Sudharshan Subramaniam Janakiraman, Wael AbdAlmageed
2023	J	`jnl`	A Critical View Of Vision-Based Long-Term Dynamics Prediction Under Environment Misalignment. CoRR Hanchen Xie, Jiageng Zhu, Mahyar Khayatkhoei, Jiazhi Li, Mohamed E. Hussein, Wael AbdAlmageed
2023	A*	`conf`	A Critical View of Vision-Based Long-Term Dynamics Prediction Under Environment Misalignment. ICML Hanchen Xie, Jiageng Zhu, Mahyar Khayatkhoei, Jiazhi Li, Mohamed E. Hussein, Wael AbdAlmageed
2023	J	`jnl`	Information-Theoretic Bounds on The Removal of Attribute-Specific Bias From Neural Networks. CoRR Jiazhi Li, Mahyar Khayatkhoei, Jiageng Zhu, Hanchen Xie, Mohamed E. Hussein, Wael AbdAlmageed
2023	J	`jnl`	SABAF: Removing Strong Attribute Bias from Neural Networks with Adversarial Filtering. CoRR Jiazhi Li, Mahyar Khayatkhoei, Jiageng Zhu, Hanchen Xie, Mohamed E. Hussein, Wael AbdAlmageed
2023	J	`jnl`	Shadow Datasets, New challenging datasets for Causal Representation Learning. CoRR Jiageng Zhu, Hanchen Xie, Jianhua Wu, Jiazhi Li, Mahyar Khayatkhoei, Mohamed E. Hussein, Wael AbdAlmageed
2023	J	`jnl`	Trojan Model Detection Using Activation Optimization. CoRR Mohamed E. Hussein, Sudharshan Subramaniam Janakiraman, Wael AbdAlmageed
2022	—	`conf`	Diabetic Foot Ulcer Segmentation Using Convolutional and Transformer-Based Models. DFUC@MICCAI Mariam Hassib, Maram Ali, Amina Mohamed, Marwan Torki, Mohamed E. Hussein
2021	J	`jnl`	Arabic Scene Text Recognition in the Deep Learning Era: Analysis on a Novel Dataset. IEEE Access Heba Hassan, Ahmed El-Mahdy, Mohamed E. Hussein
2021	A*	`conf`	Detection and Continual Learning of Novel Face Presentation Attacks. ICCV Mohammad Rostami, Leonidas Spinoulas, Mohamed E. Hussein, Joe Mathai, Wael Abd-Almageed
2021	J	`jnl`	Detection and Continual Learning of Novel Face Presentation Attacks. CoRR Mohammad Rostami, Leonidas Spinoulas, Mohamed E. Hussein, Joe Mathai, Wael Abd-Almageed
2021	B	`conf`	Explaining Face Presentation Attack Detection Using Natural Language. FG Hengameh Mirzaalian, Mohamed E. Hussein, Leonidas Spinoulas, Jonathan May, Wael Abd-Almageed
2021	J	`jnl`	Explaining Face Presentation Attack Detection Using Natural Language. CoRR Hengameh Mirzaalian, Mohamed E. Hussein, Leonidas Spinoulas, Jonathan May, Wael Abd-Almageed
2021	J	`jnl`	Introducing the DOME Activation Functions. CoRR Mohamed E. Hussein, Wael AbdAlmageed
2021	A	`conf`	MUSCLE: Strengthening Semi-Supervised Learning Via Concurrent Unsupervised Learning Using Mutual Information Maximization. WACV Hanchen Xie, Mohamed E. Hussein, Aram Galstyan, Wael Abd-Almageed
2021	J	`jnl`	Multi-Modal Fingerprint Presentation Attack Detection: Evaluation on a New Dataset. IEEE Trans. Biom. Behav. Identity Sci. Leonidas Spinoulas, Hengameh Mirzaalian, Mohamed E. Hussein, Wael AbdAlmageed
2021	—	`conf`	SCAN: Sequence-character Aware Network for Text Recognition. VISIGRAPP (5: VISAPP) Heba Hassan, Marwan Torki, Mohamed E. Hussein
2020	J	`jnl`	Efficient and Robust Skeleton-Based Quality Assessment and Abnormality Detection in Human Action Performance. IEEE J. Biomed. Health Informatics Amr Elkholy, Mohamed E. Hussein, Walid Gomaa, Dima Damen, Emmanuel Saba
2020	J	`jnl`	Identifying motion pathways in highly crowded scenes: A non-parametric tracklet clustering approach. Comput. Vis. Image Underst. Allam S. Hassanein, Mohamed E. Hussein, Walid Gomaa, Yasushi Makihara, Yasushi Yagi
2020	J	`jnl`	MUSCLE: Strengthening Semi-Supervised Learning Via Concurrent Unsupervised Learning Using Mutual Information Maximization. CoRR Hanchen Xie, Mohamed E. Hussein, Aram Galstyan, Wael Abd-Almageed
2020	J	`jnl`	Multi-Modal Fingerprint Presentation Attack Detection: Evaluation On A New Dataset. CoRR Leonidas Spinoulas, Hengameh Mirzaalian, Mohamed E. Hussein, Wael AbdAlmageed
2020	J	`jnl`	Multispectral Biometrics System Framework: Application to Presentation Attack Detection. CoRR Leonidas Spinoulas, Mohamed E. Hussein, David Geissbühler, Joe Mathai, Oswin G. Almeida, Guillaume Clivaz, Sébastien Marcel, Wael AbdAlmageed
2020	A*	`conf`	Revealing True Identity: Detecting Makeup Attacks in Face-based Biometric Systems. ACM Multimedia Mohammad Amin Arab, Puria Azadi Moghadam, Mohamed E. Hussein, Wael Abd-Almageed, Mohamed Hefeeda
2019	—	`conf`	On the Effectiveness of Laser Speckle Contrast Imaging and Deep Neural Networks for Detecting Known and Unknown Fingerprint Presentation Attacks. ICB Hengameh Mirzaalian, Mohamed E. Hussein, Wael Abd-Almageed
2019	J	`jnl`	On the Effectiveness of Laser Speckle Contrast Imaging and Deep Neural Networks for Detecting Known and Unknown Fingerprint Presentation Attacks. CoRR Hengameh Mirzaalian, Mohamed E. Hussein, Wael Abd-Almageed
2018	—	`conf`	CovP3DJ: Skeleton-parts-based-covariance Descriptor for Human Action Recognition. VISIGRAPP (5: VISAPP) Hany A. El-Ghaish, Amin A. Shoukry, Mohamed E. Hussein
2018	—	`conf`	Fingerprint Presentation Attack Detection Using A Novel Multi-Spectral Capture Device and Patch-Based Convolutional Neural Networks. WIFS Mohamed E. Hussein, Leonidas Spinoulas, Fei Xiong, Wael Abd-Almageed
2018	J	`jnl`	Human Action Recognition Based on Integrating Body Pose, Part Shape, and Motion. IEEE Access Hany A. El-Ghaish, Mohamed E. Hussein, Amin A. Shoukry, Rikio Onai
2018	J	`jnl`	Multi-modality-based Arabic sign language recognition. IET Comput. Vis. Marwa S. Elpeltagy, Moataz M. Abdelwahab, Mohamed E. Hussein, Amin A. Shoukry, Asmaa Shoala, Moustafa Galal
2018	—	`conf`	Wearable RGB Camera-based Navigation System for the Visually Impaired. VISIGRAPP (5: VISAPP) Reham Abobeah, Mohamed E. Hussein, Moataz M. Abdelwahab, Amin A. Shoukry
2017	—	`conf`	A general descriptor for detecting abnormal action performance from skeletal data. EMBC Amr Elkholy, Mohamed E. Hussein, Walid Gomaa, Dima Damen, Emmanuel Saba
2017	Misc	`conf`	Gate and Common Pathway Detection in Crowd Scenes Using Motion Units and Meta-Tracking. DICTA Abdullah N. Moustafa, Mohamed E. Hussein, Walid Gomaa
2017	A	`conf`	Human Action Recognition Using A Multi-Modal Hybrid Deep Learning Model. BMVC Hany A. El-Ghaish, Mohamed E. Hussein, Amin A. Shoukry
2017	—	`conf`	Input Fast-Forwarding for Better Deep Learning. ICIAR Ahmed Ibrahim, A. Lynn Abbott, Mohamed E. Hussein
2017	J	`jnl`	Input Fast-Forwarding for Better Deep Learning. CoRR Ahmed Ibrahim, A. Lynn Abbott, Mohamed E. Hussein
2016	—	`conf`	An Image Dataset of Text Patches in Everyday Scenes. ISVC (2) Ahmed S. Ibrahim, A. Lynn Abbott, Mohamed E. Hussein
2016	J	`jnl`	An Image Dataset of Text Patches in Everyday Scenes. CoRR Ahmed S. Ibrahim, A. Lynn Abbott, Mohamed E. Hussein
2016	A	`conf`	Linear-time online action detection from 3D skeletal data using bags of gesturelets. WACV Moustafa Meshry, Mohamed E. Hussein, Marwan Torki
2016	A*	`conf`	Semantic Analysis for Crowded Scenes Based on Non-Parametric Tracklet Clustering. IJCAI Allam S. Hassanein, Mohamed E. Hussein, Walid Gomaa
2016	—	`conf`	Towards Landmine Detection Using Ubiquitous Satellite Imaging. ISVC (1) Sahar Elkazaz, Mohamed E. Hussein, Ahmed El-Mahdy, Hiroshi Ishikawa
2015	J	`jnl`	Action Detection From Skeletal Data Using Effecient Linear Search. CoRR Moustafa Meshry, Mohamed E. Hussein, Marwan Torki
2015	A	`conf`	Real-Time Multi-scale Action Detection from 3D Skeleton Data. WACV Amr Sharaf, Marwan Torki, Mohamed E. Hussein, Motaz El-Saban
2015	A	`conf`	Visual Comparison of Images Using Multiple Kernel Learning for Ranking. BMVC Amr Sharaf, Mohamed E. Hussein, Mohamed A. Ismail
2014	J	`jnl`	AlexU-Word: A New Dataset for Isolated-Word Closed-Vocabulary Offline Arabic Handwriting Recognition. CoRR Mohamed E. Hussein, Marwan Torki, Ahmed Elsallamy, Mahmoud Fayyaz
2014	J	`jnl`	Window-Based Descriptors for Arabic Handwritten Alphabet Recognition: A Comparative Study on a Novel Dataset. CoRR Marwan Torki, Mohamed E. Hussein, Ahmed Elsallamy, Mahmoud Fayyaz, Shehab Yaser
2013	A*	`conf`	Human Action Recognition Using a Temporal Hierarchy of Covariance Descriptors on 3D Joint Locations. IJCAI Mohamed E. Hussein, Marwan Torki, Mohammad Abdelaziz Gowayyed, Motaz El-Saban
2011	A*	`conf`	CrossTrack: Robust 3D tracking from two cross-sectional views. CVPR Mohamed E. Hussein, Fatih Porikli, Rui Li, Suayb S. Arslan
2009	J	`jnl`	A Comprehensive Evaluation Framework and a Comparative Study for Human Detectors. IEEE Trans. Intell. Transp. Syst. Mohamed E. Hussein, Fatih Porikli, Larry S. Davis
2009	A	`conf`	Approximate kernel matrix computation on GPUs forlarge scale learning applications. ICS Mohamed E. Hussein, Wael Abd-Almageed
2009	A	`conf`	Efficient band approximation of Gram matrices for large scale kernel methods on GPUs. SC Mohamed E. Hussein, Wael Abd-Almageed
2008	A*	`conf`	Kernel integral images: A framework for fast non-uniform filtering. CVPR Mohamed E. Hussein, Fatih Porikli, Larry S. Davis
2007	—	`conf`	Real-Time Human Detection and Tracking from Mobile Vehicles. ITSC Wael Abd-Almageed, Mohamed E. Hussein, Mohamed F. Abdelkader, Larry S. Davis
2006	C	`conf`	Real-Time Human Detection, Tracking, and Verification in Uncontrolled Camera Motion Environments. ICVS Mohamed E. Hussein, Wael Abd-Almageed, Yang Ran, Larry S. Davis
2006	A	`conf`	Tracking Articulating Objects from Ground Vehicles using Mixtures of Mixtures. IROS Wael Abd-Almageed, Mohamed E. Hussein, Larry S. Davis
2003	J	`jnl`	Instance-based networking: a communication paradigm for mobile applications. ACM SIGMOBILE Mob. Comput. Commun. Rev. Moustafa Youssef, Tamer Elsayed, Mohamed E. Hussein, Tamer Nadeem, Adel M. Youssef, Liviu Iftode