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ORCIDMohamed E. Hussein 0001
Person information
- affiliation: Alexandria University, Egypt
- affiliation (PhD 2009): University of Maryland, College Park, MD, USA
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Books and Theses
- 2009
[b1]Mohamed Elsayed Ahmed Hussein:
Algorithmic issues in visual object recognition. University of Maryland, College Park, MD, USA, 2009
Journal Articles
- 2021
- [j8]Heba Hassan
, Ahmed El-Mahdy, Mohamed E. Hussein:
Arabic Scene Text Recognition in the Deep Learning Era: Analysis on a Novel Dataset. IEEE Access 9: 107046-107058 (2021) - [j7]Leonidas Spinoulas, Hengameh Mirzaalian, Mohamed E. Hussein, Wael AbdAlmageed:
Multi-Modal Fingerprint Presentation Attack Detection: Evaluation on a New Dataset. IEEE Trans. Biom. Behav. Identity Sci. 3(3): 347-364 (2021) - 2020
- [j6]Allam S. Hassanein, Mohamed E. Hussein, Walid Gomaa, Yasushi Makihara, Yasushi Yagi:
Identifying motion pathways in highly crowded scenes: A non-parametric tracklet clustering approach. Comput. Vis. Image Underst. 191: 102710 (2020) - [j5]Amr Elkholy, Mohamed E. Hussein, Walid Gomaa, Dima Damen, Emmanuel Saba:
Efficient and Robust Skeleton-Based Quality Assessment and Abnormality Detection in Human Action Performance. IEEE J. Biomed. Health Informatics 24(1): 280-291 (2020) - 2018
- [j4]Hany A. El-Ghaish, Mohamed E. Hussein, Amin A. Shoukry, Rikio Onai:
Human Action Recognition Based on Integrating Body Pose, Part Shape, and Motion. IEEE Access 6: 49040-49055 (2018) - [j3]Marwa S. Elpeltagy, Moataz M. Abdelwahab, Mohamed E. Hussein, Amin A. Shoukry, Asmaa Shoala, Moustafa Galal:
Multi-modality-based Arabic sign language recognition. IET Comput. Vis. 12(7): 1031-1039 (2018) - 2009
- [j2]Mohamed E. Hussein, Fatih Porikli, Larry S. Davis:
A Comprehensive Evaluation Framework and a Comparative Study for Human Detectors. IEEE Trans. Intell. Transp. Syst. 10(3): 417-427 (2009) - 2003
- [j1]Moustafa Youssef, Tamer Elsayed, Mohamed E. Hussein, Tamer Nadeem, Adel M. Youssef, Liviu Iftode:
Instance-based networking: a communication paradigm for mobile applications. ACM SIGMOBILE Mob. Comput. Commun. Rev. 7(4): 66-67 (2003)
Conference and Workshop Papers
- 2023
- [c30]Hanchen Xie, Jiageng Zhu, Mahyar Khayatkhoei, Jiazhi Li, Mohamed E. Hussein, Wael AbdAlmageed:
A Critical View of Vision-Based Long-Term Dynamics Prediction Under Environment Misalignment. ICML 2023: 38258-38271 - 2022
- [c29]Mariam Hassib, Maram Ali, Amina Mohamed, Marwan Torki, Mohamed E. Hussein:
Diabetic Foot Ulcer Segmentation Using Convolutional and Transformer-Based Models. DFUC@MICCAI 2022: 83-91 - 2021
- [c28]Hengameh Mirzaalian, Mohamed E. Hussein, Leonidas Spinoulas, Jonathan May, Wael Abd-Almageed:
Explaining Face Presentation Attack Detection Using Natural Language. FG 2021: 1-8 - [c27]Mohammad Rostami, Leonidas Spinoulas, Mohamed E. Hussein, Joe Mathai, Wael Abd-Almageed:
Detection and Continual Learning of Novel Face Presentation Attacks. ICCV 2021: 14831-14840 - [c26]Heba Hassan, Marwan Torki, Mohamed E. Hussein:
SCAN: Sequence-character Aware Network for Text Recognition. VISIGRAPP (5: VISAPP) 2021: 602-609 - [c25]Hanchen Xie, Mohamed E. Hussein, Aram Galstyan, Wael Abd-Almageed:
MUSCLE: Strengthening Semi-Supervised Learning Via Concurrent Unsupervised Learning Using Mutual Information Maximization. WACV 2021: 2585-2594 - 2020
- [c24]Mohammad Amin Arab, Puria Azadi Moghadam, Mohamed E. Hussein, Wael Abd-Almageed, Mohamed Hefeeda:
Revealing True Identity: Detecting Makeup Attacks in Face-based Biometric Systems. ACM Multimedia 2020: 3568-3576 - 2019
- [c23]Hengameh Mirzaalian, Mohamed E. Hussein, Wael Abd-Almageed:
On the Effectiveness of Laser Speckle Contrast Imaging and Deep Neural Networks for Detecting Known and Unknown Fingerprint Presentation Attacks. ICB 2019: 1-8 - 2018
- [c22]Hany A. El-Ghaish, Amin A. Shoukry, Mohamed E. Hussein:
CovP3DJ: Skeleton-parts-based-covariance Descriptor for Human Action Recognition. VISIGRAPP (5: VISAPP) 2018: 343-350 - [c21]Reham Abobeah, Mohamed E. Hussein, Moataz M. Abdelwahab, Amin A. Shoukry:
Wearable RGB Camera-based Navigation System for the Visually Impaired. VISIGRAPP (5: VISAPP) 2018: 555-562 - [c20]Mohamed E. Hussein, Leonidas Spinoulas, Fei Xiong, Wael Abd-Almageed:
Fingerprint Presentation Attack Detection Using A Novel Multi-Spectral Capture Device and Patch-Based Convolutional Neural Networks. WIFS 2018: 1-8 - 2017
- [c19]Hany A. El-Ghaish, Mohamed E. Hussein, Amin A. Shoukry:
Human Action Recognition Using A Multi-Modal Hybrid Deep Learning Model. BMVC 2017 - [c18]Abdullah N. Moustafa, Mohamed E. Hussein, Walid Gomaa:
Gate and Common Pathway Detection in Crowd Scenes Using Motion Units and Meta-Tracking. DICTA 2017: 1-8 - [c17]Amr Elkholy, Mohamed E. Hussein, Walid Gomaa, Dima Damen, Emmanuel Saba:
A general descriptor for detecting abnormal action performance from skeletal data. EMBC 2017: 1401-1404 - [c16]Ahmed Ibrahim, A. Lynn Abbott, Mohamed E. Hussein:
Input Fast-Forwarding for Better Deep Learning. ICIAR 2017: 363-370 - 2016
- [c15]Allam S. Hassanein, Mohamed E. Hussein, Walid Gomaa:
Semantic Analysis for Crowded Scenes Based on Non-Parametric Tracklet Clustering. IJCAI 2016: 3389-3395 - [c14]Sahar Elkazaz, Mohamed E. Hussein, Ahmed El-Mahdy, Hiroshi Ishikawa:
Towards Landmine Detection Using Ubiquitous Satellite Imaging. ISVC (1) 2016: 257-267 - [c13]Ahmed S. Ibrahim, A. Lynn Abbott, Mohamed E. Hussein:
An Image Dataset of Text Patches in Everyday Scenes. ISVC (2) 2016: 291-300 - [c12]Moustafa Meshry, Mohamed E. Hussein, Marwan Torki:
Linear-time online action detection from 3D skeletal data using bags of gesturelets. WACV 2016: 1-9 - 2015
- [c11]Amr Sharaf, Mohamed E. Hussein, Mohamed A. Ismail:
Visual Comparison of Images Using Multiple Kernel Learning for Ranking. BMVC 2015: 95.1-95.13 - [c10]Amr Sharaf, Marwan Torki, Mohamed E. Hussein, Motaz El-Saban:
Real-Time Multi-scale Action Detection from 3D Skeleton Data. WACV 2015: 998-1005 - 2013
- [c9]Mohammad Abdelaziz Gowayyed, Marwan Torki, Mohamed Elsayed Hussein, Motaz El-Saban:
Histogram of Oriented Displacements (HOD): Describing Trajectories of Human Joints for Action Recognition. IJCAI 2013: 1351-1357 - [c8]Mohamed E. Hussein, Marwan Torki, Mohammad Abdelaziz Gowayyed, Motaz El-Saban:
Human Action Recognition Using a Temporal Hierarchy of Covariance Descriptors on 3D Joint Locations. IJCAI 2013: 2466-2472 - 2011
- [c7]Mohamed E. Hussein, Fatih Porikli, Rui Li, Suayb S. Arslan:
CrossTrack: Robust 3D tracking from two cross-sectional views. CVPR 2011: 1041-1048 - 2009
- [c6]Mohamed E. Hussein, Wael Abd-Almageed:
Approximate kernel matrix computation on GPUs forlarge scale learning applications. ICS 2009: 511-512 - [c5]Mohamed E. Hussein, Wael Abd-Almageed:
Efficient band approximation of Gram matrices for large scale kernel methods on GPUs. SC 2009 - 2008
- [c4]Mohamed E. Hussein, Fatih Porikli, Larry S. Davis:
Kernel integral images: A framework for fast non-uniform filtering. CVPR 2008 - 2007
- [c3]Wael Abd-Almageed, Mohamed E. Hussein, Mohamed F. Abdelkader, Larry S. Davis:
Real-Time Human Detection and Tracking from Mobile Vehicles. ITSC 2007: 149-154 - 2006
- [c2]Mohamed E. Hussein, Wael Abd-Almageed, Yang Ran, Larry S. Davis:
Real-Time Human Detection, Tracking, and Verification in Uncontrolled Camera Motion Environments. ICVS 2006: 41 - [c1]Wael Abd-Almageed, Mohamed E. Hussein, Larry S. Davis:
Tracking Articulating Objects from Ground Vehicles using Mixtures of Mixtures. IROS 2006: 1230-1236
Informal and Other Publications
- 2023
- [i17]Hanchen Xie, Jiageng Zhu, Mahyar Khayatkhoei, Jiazhi Li, Mohamed E. Hussein, Wael AbdAlmageed:
A Critical View Of Vision-Based Long-Term Dynamics Prediction Under Environment Misalignment. CoRR abs/2305.07648 (2023) - [i16]Mohamed E. Hussein, Sudharshan Subramaniam Janakiraman, Wael AbdAlmageed:
Trojan Model Detection Using Activation Optimization. CoRR abs/2306.04877 (2023) - [i15]Jiageng Zhu, Hanchen Xie, Jianhua Wu, Jiazhi Li, Mahyar Khayatkhoei, Mohamed E. Hussein, Wael AbdAlmageed:
Shadow Datasets, New challenging datasets for Causal Representation Learning. CoRR abs/2308.05707 (2023) - [i14]Jiazhi Li, Mahyar Khayatkhoei, Jiageng Zhu, Hanchen Xie, Mohamed E. Hussein, Wael AbdAlmageed:
Information-Theoretic Bounds on The Removal of Attribute-Specific Bias From Neural Networks. CoRR abs/2310.04955 (2023) - [i13]Jiazhi Li, Mahyar Khayatkhoei, Jiageng Zhu, Hanchen Xie, Mohamed E. Hussein, Wael AbdAlmageed:
SABAF: Removing Strong Attribute Bias from Neural Networks with Adversarial Filtering. CoRR abs/2311.07141 (2023) - 2021
- [i12]Mohammad Rostami, Leonidas Spinoulas, Mohamed E. Hussein, Joe Mathai, Wael Abd-Almageed:
Detection and Continual Learning of Novel Face Presentation Attacks. CoRR abs/2108.12081 (2021) - [i11]Mohamed E. Hussein, Wael AbdAlmageed:
Introducing the DOME Activation Functions. CoRR abs/2109.14798 (2021) - [i10]Hengameh Mirzaalian, Mohamed E. Hussein, Leonidas Spinoulas, Jonathan May, Wael Abd-Almageed:
Explaining Face Presentation Attack Detection Using Natural Language. CoRR abs/2111.04862 (2021) - 2020
- [i9]Leonidas Spinoulas, Mohamed E. Hussein, David Geissbühler, Joe Mathai, Oswin G. Almeida, Guillaume Clivaz, Sébastien Marcel, Wael AbdAlmageed:
Multispectral Biometrics System Framework: Application to Presentation Attack Detection. CoRR abs/2006.07489 (2020) - [i8]Leonidas Spinoulas, Hengameh Mirzaalian, Mohamed E. Hussein, Wael AbdAlmageed:
Multi-Modal Fingerprint Presentation Attack Detection: Evaluation On A New Dataset. CoRR abs/2006.07498 (2020) - [i7]Hanchen Xie, Mohamed E. Hussein, Aram Galstyan, Wael Abd-Almageed:
MUSCLE: Strengthening Semi-Supervised Learning Via Concurrent Unsupervised Learning Using Mutual Information Maximization. CoRR abs/2012.00150 (2020) - 2019
- [i6]Hengameh Mirzaalian, Mohamed E. Hussein, Wael Abd-Almageed:
On the Effectiveness of Laser Speckle Contrast Imaging and Deep Neural Networks for Detecting Known and Unknown Fingerprint Presentation Attacks. CoRR abs/1906.02595 (2019) - 2017
- [i5]Ahmed Ibrahim, A. Lynn Abbott, Mohamed E. Hussein:
Input Fast-Forwarding for Better Deep Learning. CoRR abs/1705.08479 (2017) - 2016
- [i4]Ahmed S. Ibrahim, A. Lynn Abbott, Mohamed E. Hussein:
An Image Dataset of Text Patches in Everyday Scenes. CoRR abs/1610.06494 (2016) - 2015
- [i3]Moustafa Meshry, Mohamed E. Hussein, Marwan Torki:
Action Detection From Skeletal Data Using Effecient Linear Search. CoRR abs/1502.01228 (2015) - 2014
- [i2]Marwan Torki, Mohamed E. Hussein, Ahmed Elsallamy, Mahmoud Fayyaz, Shehab Yaser:
Window-Based Descriptors for Arabic Handwritten Alphabet Recognition: A Comparative Study on a Novel Dataset. CoRR abs/1411.3519 (2014) - [i1]Mohamed E. Hussein, Marwan Torki, Ahmed Elsallamy, Mahmoud Fayyaz:
AlexU-Word: A New Dataset for Isolated-Word Closed-Vocabulary Offline Arabic Handwriting Recognition. CoRR abs/1411.4670 (2014)
Coauthor Index
aka: Wael AbdAlmageed
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