Mohamed E. Hussein

Orcid: 0000-0002-4707-9313

Affiliations:
  • Alexandria University, Egypt
  • University of Maryland, College Park, MD, USA (PhD 2009)


According to our database1, Mohamed E. Hussein authored at least 48 papers between 2003 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2023
SABAF: Removing Strong Attribute Bias from Neural Networks with Adversarial Filtering.
CoRR, 2023

Information-Theoretic Bounds on The Removal of Attribute-Specific Bias From Neural Networks.
CoRR, 2023

Shadow Datasets, New challenging datasets for Causal Representation Learning.
CoRR, 2023

Trojan Model Detection Using Activation Optimization.
CoRR, 2023

A Critical View of Vision-Based Long-Term Dynamics Prediction Under Environment Misalignment.
Proceedings of the International Conference on Machine Learning, 2023

2022
Diabetic Foot Ulcer Segmentation Using Convolutional and Transformer-Based Models.
Proceedings of the Diabetic Foot Ulcers Grand Challenge - Third Challenge, 2022

2021
Multi-Modal Fingerprint Presentation Attack Detection: Evaluation on a New Dataset.
IEEE Trans. Biom. Behav. Identity Sci., 2021

Introducing the DOME Activation Functions.
CoRR, 2021

Arabic Scene Text Recognition in the Deep Learning Era: Analysis on a Novel Dataset.
IEEE Access, 2021

MUSCLE: Strengthening Semi-Supervised Learning Via Concurrent Unsupervised Learning Using Mutual Information Maximization.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

SCAN: Sequence-character Aware Network for Text Recognition.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021

Detection and Continual Learning of Novel Face Presentation Attacks.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Explaining Face Presentation Attack Detection Using Natural Language.
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

2020
Efficient and Robust Skeleton-Based Quality Assessment and Abnormality Detection in Human Action Performance.
IEEE J. Biomed. Health Informatics, 2020

Identifying motion pathways in highly crowded scenes: A non-parametric tracklet clustering approach.
Comput. Vis. Image Underst., 2020

Multispectral Biometrics System Framework: Application to Presentation Attack Detection.
CoRR, 2020

Revealing True Identity: Detecting Makeup Attacks in Face-based Biometric Systems.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

2019
On the Effectiveness of Laser Speckle Contrast Imaging and Deep Neural Networks for Detecting Known and Unknown Fingerprint Presentation Attacks.
Proceedings of the 2019 International Conference on Biometrics, 2019

2018
Multi-modality-based Arabic sign language recognition.
IET Comput. Vis., 2018

Human Action Recognition Based on Integrating Body Pose, Part Shape, and Motion.
IEEE Access, 2018

Fingerprint Presentation Attack Detection Using A Novel Multi-Spectral Capture Device and Patch-Based Convolutional Neural Networks.
Proceedings of the 2018 IEEE International Workshop on Information Forensics and Security, 2018

CovP3DJ: Skeleton-parts-based-covariance Descriptor for Human Action Recognition.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Wearable RGB Camera-based Navigation System for the Visually Impaired.
Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

2017
Input Fast-Forwarding for Better Deep Learning.
Proceedings of the Image Analysis and Recognition - 14th International Conference, 2017

A general descriptor for detecting abnormal action performance from skeletal data.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Gate and Common Pathway Detection in Crowd Scenes Using Motion Units and Meta-Tracking.
Proceedings of the 2017 International Conference on Digital Image Computing: Techniques and Applications, 2017

Human Action Recognition Using A Multi-Modal Hybrid Deep Learning Model.
Proceedings of the British Machine Vision Conference 2017, 2017

2016
Linear-time online action detection from 3D skeletal data using bags of gesturelets.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

An Image Dataset of Text Patches in Everyday Scenes.
Proceedings of the Advances in Visual Computing - 12th International Symposium, 2016

Towards Landmine Detection Using Ubiquitous Satellite Imaging.
Proceedings of the Advances in Visual Computing - 12th International Symposium, 2016

Semantic Analysis for Crowded Scenes Based on Non-Parametric Tracklet Clustering.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

2015
Action Detection From Skeletal Data Using Effecient Linear Search.
CoRR, 2015

Real-Time Multi-scale Action Detection from 3D Skeleton Data.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Visual Comparison of Images Using Multiple Kernel Learning for Ranking.
Proceedings of the British Machine Vision Conference 2015, 2015

2014
Window-Based Descriptors for Arabic Handwritten Alphabet Recognition: A Comparative Study on a Novel Dataset.
CoRR, 2014

AlexU-Word: A New Dataset for Isolated-Word Closed-Vocabulary Offline Arabic Handwriting Recognition.
CoRR, 2014

2013
Human Action Recognition Using a Temporal Hierarchy of Covariance Descriptors on 3D Joint Locations.
Proceedings of the IJCAI 2013, 2013

Histogram of Oriented Displacements (HOD): Describing Trajectories of Human Joints for Action Recognition.
Proceedings of the IJCAI 2013, 2013

2011
CrossTrack: Robust 3D tracking from two cross-sectional views.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2009
Algorithmic issues in visual object recognition.
PhD thesis, 2009

A Comprehensive Evaluation Framework and a Comparative Study for Human Detectors.
IEEE Trans. Intell. Transp. Syst., 2009

Efficient band approximation of Gram matrices for large scale kernel methods on GPUs.
Proceedings of the ACM/IEEE Conference on High Performance Computing, 2009

Approximate kernel matrix computation on GPUs forlarge scale learning applications.
Proceedings of the 23rd international conference on Supercomputing, 2009

2008
Kernel integral images: A framework for fast non-uniform filtering.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Real-Time Human Detection and Tracking from Mobile Vehicles.
Proceedings of the IEEE Intelligent Transportation Systems Conference, 2007

2006
Tracking Articulating Objects from Ground Vehicles using Mixtures of Mixtures.
Proceedings of the 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2006

Real-Time Human Detection, Tracking, and Verification in Uncontrolled Camera Motion Environments.
Proceedings of the 2006 IEEE International Conference on Computer Vision Systems, 2006

2003
Instance-based networking: a communication paradigm for mobile applications.
ACM SIGMOBILE Mob. Comput. Commun. Rev., 2003


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