A non-intrusive Kalman filter-based tracker for pursuit eye movement. - Wael Abd-Almageed; M. Sami Fadali; George Bebis (ACC, 2002)

Mixture Models for Dynamic Statistical Pressure Snakes. - Wael Abd-Almageed; Christopher E. Smith (ICPR (2), 2002)

Eye Tracking Using Active Deformable Models. - Samah Ramadan; Wael Abd-Almageed; Christopher E. Smith (ICVGIP, 2002)

Contour migration: solving object ambiguity with shape-space visual guidance. - Wael Abd-Almageed; Christopher E. Smith (IROS, 2002)

Non-parametric expectation maximization: a learning automata approach. - Wael Abd-Almageed; Aly I. El-Osery; Christopher E. Smith (SMC, 2003)

Kernel snakes: non-parametric active contour models. - Wael Abd-Almageed; Christopher E. Smith; Samah Ramadan (SMC, 2003)

A fuzzy-statistical contour model for MRI segmentation and target tracking. - Wael Abd-Almageed; Aly I. El-Osery; Christopher E. Smith (Visual Information Processing, 2004)

Active Deformable Models Using Density Estimation. - Wael Abd-Almageed; Christopher E. Smith (Int. J. Image Graph., 2004)

Pedestrian classification from moving platforms using cyclic motion pattern. - Yang Ran; Qinfen Zheng; Isaac Weiss; Larry S. Davis; Wael Abd-Almageed; Liang Zhao (ICIP (2), 2005)

A learning automata based power management for ad-hoc networks. - Aly I. El-Osery; David Baird; Wael Abd-Almageed (SMC, 2005)

Robust Appearance Modeling for Pedestrian and Vehicle Tracking. - Wael Abd-Almageed; Larry S. Davis (CLEAR, 2006)

Density Estimation Using Mixtures of Mixtures of Gaussians. - Wael Abd-Almageed; Larry S. Davis (ECCV (4), 2006)

Real-Time Human Detection, Tracking, and Verification in Uncontrolled Camera Motion Environments. - Mohamed E. Hussein 001; Wael Abd-Almageed; Yang Ran; Larry S. Davis (ICVS, 2006)

Tracking Articulating Objects from Ground Vehicles using Mixtures of Mixtures. - Wael Abd-Almageed; Mohamed E. Hussein 001; Larry S. Davis (IROS, 2006)

Estimating time-varying densities using a stochastic learning automaton. - Wael Abd-Almageed; Aly I. El-Osery; Christopher E. Smith (Soft Comput., 2006)

Real-Time Human Detection and Tracking from Mobile Vehicles. - Wael Abd-Almageed; Mohamed E. Hussein 001; Mohamed F. Abdelkader; Larry S. Davis (ITSC, 2007)

Online, simultaneous shot boundary detection and key frame extraction for sports videos using rank tracing. - Wael Abd-Almageed (ICIP, 2008)

Document-zone classification using partial least squares and hybrid classifiers. - Wael Abd-Almageed; Mudit Agrawal; Wontaek Seo; David S. Doermann (ICPR, 2008)

Human detection using iterative feature selection and logistic principal component analysis. - Wael Abd-Almageed; Larry S. Davis (ICRA, 2008)

Threat-Aware Clustering in Wireless Sensor Networks. - Ryan E. Blace; Mohamed Eltoweissy; Wael Abd-Almageed (WSAN, 2008)

A Logic Framework for Sports Video Summarization Using Text-Based Semantic Annotation. - Mohammed A. Refaey; Wael Abd-Almageed; Larry S. Davis (SMAP, 2008)

Page Rule-Line Removal Using Linear Subspaces in Monochromatic Handwritten Arabic Documents. - Wael Abd-Almageed; Jayant Kumar; David S. Doermann (ICDAR, 2009)

Approximate kernel matrix computation on GPUs forlarge scale learning applications. - Mohamed E. Hussein 001; Wael Abd-Almageed (ICS, 2009)

Efficient band approximation of Gram matrices for large scale kernel methods on GPUs. - Mohamed E. Hussein 001; Wael Abd-Almageed (SC, 2009)

Handwritten Arabic text line segmentation using affinity propagation. - Jayant Kumar; Wael Abd-Almageed; Le Kang; David S. Doermann (Document Analysis Systems, 2010)

Shape codebook based handwritten and machine printed text zone extraction. - Jayant Kumar; Rohit Prasad; Huaigu Cao; Wael Abd-Almageed; David S. Doermann; Premkumar Natarajan (DRR, 2011)

Segmentation of Handwritten Textlines in Presence of Touching Components. - Jayant Kumar; Le Kang; David S. Doermann; Wael Abd-Almageed (ICDAR, 2011)

Silhouette-based gesture and action recognition via modeling trajectories on Riemannian shape manifolds. - Mohamed F. Abdelkader; Wael Abd-Almageed; Anuj Srivastava; Rama Chellappa (Comput. Vis. Image Underst., 2011)

Distributed approximate spectral clustering for large-scale datasets. - Mohamed Hefeeda; Fei Gao; Wael Abd-Almageed (HPDC, 2012)

Large-Scale Signature Matching Using Multi-stage Hashing. - Xianzhi Du; Wael Abd-Almageed; David S. Doermann (ICDAR, 2013)

Distributed Kernel Matrix Approximation and Implementation Using Message Passing Interface. - Taher A. Dameh; Wael Abd-Almageed; Mohamed Hefeeda (ICMLA (1), 2013)

Signature Matching Using Supervised Topic Models. - Xianzhi Du; David S. Doermann; Wael Abd-Almageed (ICPR, 2014)

A graphical model approach for matching partial signatures. - Xianzhi Du; David S. Doermann; Wael Abd-Almageed (CVPR, 2015)

Feature Selection using Partial Least Squares regression and optimal experiment design. - Varun K. Nagaraja; Wael Abd-Almageed (IJCNN, 2015)

Learning document image binarization from data. - Yue Wu 001; Premkumar Natarajan; Stephen Rawls; Wael Abd-Almageed (ICIP, 2016)

Computationally efficient template-based face recognition. - Yue Wu 001; Wael Abd-Almageed; Stephen Rawls; Prem Natarajan (ICPR, 2016)

Face recognition using deep multi-pose representations. - Wael Abd-Almageed; Yue Wu 001; Stephen Rawls; Shai Harel; Tal Hassner; Iacopo Masi; Jongmoo Choi; Jatuporn Toy Leksut; Jungyeon Kim; Prem Natarajan; Ram Nevatia; Gérard G. Medioni (WACV, 2016)

EPAT: Euclidean Perturbation Analysis and Transform - An Agnostic Data Adaptation Framework for Improving Facial Landmark Detectors. - Yue Wu 001; Wael Abd-Almageed; Stephen Rawls; Premkumar Natarajan (FG, 2017)

Adversarial Auto-Encoders for Speech Based Emotion Recognition. - Saurabh Sahu; Rahul Gupta 001; Ganesh Sivaraman; Wael AbdAlmageed; Carol Y. Espy-Wilson (INTERSPEECH, 2017)

Multimedia Semantic Integrity Assessment Using Joint Embedding Of Images And Text. - Ayush Jaiswal; Ekraam Sabir; Wael Abd-Almageed; Premkumar Natarajan (ACM Multimedia, 2017)

Deep Matching and Validation Network: An End-to-End Solution to Constrained Image Splicing Localization and Detection. - Yue Wu 001; Wael Abd-Almageed; Prem Natarajan (ACM Multimedia, 2017)

Image-to-GPS Verification Through a Bottom-Up Pattern Matching Network. - Jiaxin Cheng; Yue Wu 001; Wael Abd-Almageed; Prem Natarajan (ACCV (5), 2018)

Bidirectional Conditional Generative Adversarial Networks. - Ayush Jaiswal; Wael AbdAlmageed; Yue Wu 001; Premkumar Natarajan (ACCV (3), 2018)

Weighted Feature Pooling Network in Template-Based Recognition. - Zekun Li 007; Yue Wu 001; Wael Abd-Almageed; Prem Natarajan (ACCV (5), 2018)

Unknown Presentation Attack Detection with Face RGB Images. - Fei Xiong; Wael AbdAlmageed (BTAS, 2018)

CapsuleGAN: Generative Adversarial Capsule Network. - Ayush Jaiswal; Wael AbdAlmageed; Yue Wu 001; Premkumar Natarajan (ECCV Workshops (3), 2018)

BusterNet: Detecting Copy-Move Image Forgery with Source/Target Localization. - Yue Wu 001; Wael Abd-Almageed; Prem Natarajan (ECCV (6), 2018)

Deep Multimodal Image-Repurposing Detection. - Ekraam Sabir; Wael AbdAlmageed; Yue Wu 001; Prem Natarajan (ACM Multimedia, 2018)

Unsupervised Adversarial Invariance. - Ayush Jaiswal; Rex Yue Wu; Wael Abd-Almageed; Prem Natarajan (NeurIPS, 2018)

Image Copy-Move Forgery Detection via an End-to-End Deep Neural Network. - Yue Wu 001; Wael Abd-Almageed; Prem Natarajan (WACV, 2018)

Fingerprint Presentation Attack Detection Using A Novel Multi-Spectral Capture Device and Patch-Based Convolutional Neural Networks. - Mohamed E. Hussein 001; Leonidas Spinoulas; Fei Xiong; Wael Abd-Almageed (WIFS, 2018)

CapsuleGAN: Generative Adversarial Capsule Network. - Ayush Jaiswal; Wael AbdAlmageed; Premkumar Natarajan (CoRR, 2018)

ManTra-Net: Manipulation Tracing Network for Detection and Localization of Image Forgeries With Anomalous Features. - Yue Wu 001; Wael AbdAlmageed; Premkumar Natarajan (CVPR, 2019)

QATM: Quality-Aware Template Matching for Deep Learning. - Jiaxin Cheng; Yue Wu 001; Wael AbdAlmageed; Premkumar Natarajan (CVPR, 2019)

AIRD: Adversarial Learning Framework for Image Repurposing Detection. - Ayush Jaiswal; Yue Wu 001; Wael AbdAlmageed; Iacopo Masi; Premkumar Natarajan (CVPR, 2019)

Recurrent Convolutional Strategies for Face Manipulation Detection in Videos. - Ekraam Sabir; Jiaxin Cheng; Ayush Jaiswal; Wael AbdAlmageed; Iacopo Masi; Prem Natarajan (CVPR Workshops, 2019)

RoPAD: Robust Presentation Attack Detection through Unsupervised Adversarial Invariance. - Ayush Jaiswal; Shuai Xia; Iacopo Masi; Wael AbdAlmageed (ICB, 2019)

Does Generative Face Completion Help Face Recognition? - Joe Mathai; Iacopo Masi; Wael AbdAlmageed (ICB, 2019)

On the Effectiveness of Laser Speckle Contrast Imaging and Deep Neural Networks for Detecting Known and Unknown Fingerprint Presentation Attacks. - Hengameh Mirzaalian; Mohamed E. Hussein 001; Wael Abd-Almageed (ICB, 2019)

Unified Adversarial Invariance. - Ayush Jaiswal; Rex Yue Wu; Wael AbdAlmageed; Premkumar Natarajan (CoRR, 2019)

Learning Structure via Consensus for Face Segmentation and Parsing. - Iacopo Masi; Joe Mathai; Wael AbdAlmageed (CoRR, 2019)

Discovery and Separation of Features for Invariant Representation Learning. - Ayush Jaiswal; Rob Brekelmans; Daniel Moyer; Greg Ver Steeg; Wael AbdAlmageed; Premkumar Natarajan (CoRR, 2019)

Learning Pose-Aware Models for Pose-Invariant Face Recognition in the Wild. - Iacopo Masi; Feng-Ju Chang; Jongmoo Choi; Shai Harel; Jungyeon Kim; KangGeon Kim; Jatuporn Toy Leksut; Stephen Rawls; Yue Wu 001; Tal Hassner; Wael AbdAlmageed; Gérard G. Medioni; et al. (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

Invariant Representations through Adversarial Forgetting. - Ayush Jaiswal; Daniel Moyer; Greg Ver Steeg; Wael AbdAlmageed; Premkumar Natarajan (AAAI, 2020)

Towards Learning Structure via Consensus for Face Segmentation and Parsing. - Iacopo Masi; Joe Mathai; Wael AbdAlmageed (CVPR, 2020)

Two-Branch Recurrent Network for Isolating Deepfakes in Videos. - Iacopo Masi; Aditya Killekar; Royston Marian Mascarenhas; Shenoy Pratik Gurudatt; Wael AbdAlmageed (ECCV (7), 2020)

MEG: Multi-Evidence GNN for Multimodal Semantic Forensics. - Ekraam Sabir; Ayush Jaiswal; Wael AbdAlmageed; Prem Natarajan (ICPR, 2020)

Revealing True Identity: Detecting Makeup Attacks in Face-based Biometric Systems. - Mohammad Amin Arab; Puria Azadi Moghadam; Mohamed E. Hussein 001; Wael Abd-Almageed; Mohamed Hefeeda (ACM Multimedia, 2020)

Multispectral Biometrics System Framework: Application to Presentation Attack Detection. - Leonidas Spinoulas; Mohamed E. Hussein 001; David Geissbühler; Joe Mathai; Oswin G. Almeida; Guillaume Clivaz; Sébastien Marcel; Wael AbdAlmageed (CoRR, 2020)

CORD19STS: COVID-19 Semantic Textual Similarity Dataset. - Xiao Guo; Hengameh Mirzaalian; Ekraam Sabir; Ayush Jaiswal; Wael Abd-Almageed (CoRR, 2020)

Information-Theoretic Bias Assessment Of Learned Representations Of Pretrained Face Recognition. - Jiazhi Li 001; Wael Abd-Almageed (FG, 2021)

Explaining Face Presentation Attack Detection Using Natural Language. - Hengameh Mirzaalian; Mohamed E. Hussein 001; Leonidas Spinoulas; Jonathan May; Wael Abd-Almageed (FG, 2021)

Adversarial Defense for Deep Speaker Recognition Using Hybrid Adversarial Training. - Monisankha Pal; Arindam Jati; Raghuveer Peri; Chin-Cheng Hsu; Wael AbdAlmageed; Shrikanth Narayanan (ICASSP, 2021)

SIGN: Spatial-information Incorporated Generative Network for Generalized Zero-shot Semantic Segmentation. - Jiaxin Cheng; Soumyaroop Nandi; Prem Natarajan; Wael Abd-Almageed (ICCV, 2021)

Partner-Assisted Learning for Few-Shot Image Classification. - Jiawei Ma; Hanchen Xie; Guangxing Han; Shih-Fu Chang; Aram Galstyan; Wael Abd-Almageed (ICCV, 2021)

Detection and Continual Learning of Novel Face Presentation Attacks. - Mohammad Rostami; Leonidas Spinoulas; Mohamed E. Hussein 001; Joe Mathai; Wael Abd-Almageed (ICCV, 2021)

BioFors: A Large Biomedical Image Forensics Dataset. - Ekraam Sabir; Soumyaroop Nandi; Wael AbdAlmageed; Prem Natarajan (ICCV, 2021)

Customizable Camera Verification for Media Forensic. - Huaigu Cao; Wael AbdAlmageed (ICDAR (3), 2021)

MUSCLE: Strengthening Semi-Supervised Learning Via Concurrent Unsupervised Learning Using Mutual Information Maximization. - Hanchen Xie; Mohamed E. Hussein 001; Aram Galstyan; Wael Abd-Almageed (WACV, 2021)

MrGCN: Mirror Graph Convolution Network for Relation Extraction with Long-Term Dependencies. - Xiao Guo; I-Hung Hsu; Wael AbdAlmageed; Premkumar Natarajan; Nanyun Peng 001 (CoRR, 2021)

Introducing the DOME Activation Functions. - Mohamed E. Hussein 001; Wael AbdAlmageed (CoRR, 2021)

Adversarial attack and defense strategies for deep speaker recognition systems. - Arindam Jati; Chin-Cheng Hsu; Monisankha Pal; Raghuveer Peri; Wael AbdAlmageed; Shrikanth Narayanan (Comput. Speech Lang., 2021)

Multi-Modal Fingerprint Presentation Attack Detection: Evaluation on a New Dataset. - Leonidas Spinoulas; Hengameh Mirzaalian; Mohamed E. Hussein 001; Wael AbdAlmageed (IEEE Trans. Biom. Behav. Identity Sci., 2021)

CAT: Controllable Attribute Translation for Fair Facial Attribute Classification. - Jiazhi Li 001; Wael Abd-Almageed (ECCV Workshops (8), 2022)

Weakly Supervised Invariant Representation Learning via Disentangling Known and Unknown Nuisance Factors. - Jiageng Zhu; Hanchen Xie; Wael Abd-Almageed (ECCV Workshops (8), 2022)

SW-VAE: Weakly Supervised Learn Disentangled Representation via Latent Factor Swapping. - Jiageng Zhu; Hanchen Xie; Wael Abd-Almageed (ECCV Workshops (2), 2022)

MONet: Multi-Scale Overlap Network for Duplication Detection in Biomedical Images. - Ekraam Sabir; Soumyaroop Nandi; Wael AbdAlmageed; Prem Natarajan (ICIP, 2022)

P2M-DeTrack: Processing-in-Pixel-in-Memory for Energy-efficient and Real-Time Multi-Object Detection and Tracking. - Gourav Datta; Souvik Kundu 002; Zihan Yin; Joe Mathai; Zeyu Liu 003; Zixu Wang; Mulin Tian; Shunlin Lu; Ravi Teja Lakkireddy; Andrew G. Schmidt; Wael Abd-Almageed; Ajey P. Jacob; et al. (VLSI-SoC, 2022)

Attack-Agnostic Adversarial Detection. - Jiaxin Cheng; Mohamed Hussein; Jay Billa; Wael AbdAlmageed (CoRR, 2022)

Do-Operation Guided Causal Representation Learning with Reduced Supervision Strength. - Jiageng Zhu; Hanchen Xie; Wael AbdAlmageed (CoRR, 2022)

Learning Robust Representations Of Generative Models Using Set-Based Artificial Fingerprints. - Hae Jin Song; Wael AbdAlmageed (CoRR, 2022)

TrainFors: A Large Benchmark Training Dataset for Image Manipulation Detection and Localization. - Soumyaroop Nandi; Prem Natarajan; Wael Abd-Almageed (ICCV (Workshops), 2023)

Emergent Asymmetry of Precision and Recall for Measuring Fidelity and Diversity of Generative Models in High Dimensions. - Mahyar Khayatkhoei; Wael Abd-Almageed (ICML, 2023)

A Critical View of Vision-Based Long-Term Dynamics Prediction Under Environment Misalignment. - Hanchen Xie; Jiageng Zhu; Mahyar Khayatkhoei; Jiazhi Li 001; Mohamed E. Hussein 001; Wael AbdAlmageed (ICML, 2023)

Trojan Model Detection Using Activation Optimization. - Mohamed E. Hussein 001; Sudharshan Subramaniam Janakiraman; Wael AbdAlmageed (CoRR, 2023)

Shadow Datasets, New challenging datasets for Causal Representation Learning. - Jiageng Zhu; Hanchen Xie; Jianhua Wu; Jiazhi Li 001; Mahyar Khayatkhoei; Mohamed E. Hussein 001; Wael AbdAlmageed (CoRR, 2023)

Information-Theoretic Bounds on The Removal of Attribute-Specific Bias From Neural Networks. - Jiazhi Li 001; Mahyar Khayatkhoei; Jiageng Zhu; Hanchen Xie; Mohamed E. Hussein 001; Wael AbdAlmageed (CoRR, 2023)

SABAF: Removing Strong Attribute Bias from Neural Networks with Adversarial Filtering. - Jiazhi Li 001; Mahyar Khayatkhoei; Jiageng Zhu; Hanchen Xie; Mohamed E. Hussein 001; Wael AbdAlmageed (CoRR, 2023)

Unsupervised Multimodal Deepfake Detection Using Intra- and Cross-Modal Inconsistencies. - Mulin Tian; Mahyar Khayatkhoei; Joe Mathai; Wael AbdAlmageed (CoRR, 2023)

Multi-Scope Representation Learning for Causal Relation Discovery with new Challenging Datasets. - Jiageng Zhu; Hanchen Xie; Jianhua Wu; Mohamed E. Hussein 001; Mahyar Khayatkhoei; Jiazhi Li 001; Wael AbdAlmageed (BMVC, 2024)

ManiFPT: Defining and Analyzing Fingerprints of Generative Models. - Hae Jin Song; Mahyar Khayatkhoei; Wael AbdAlmageed (CVPR, 2024)

An Investigation on The Position Encoding in Vision-Based Dynamics Prediction. - Jiageng Zhu; Hanchen Xie; Jiazhi Li 001; Mahyar Khayatkhoei; Wael AbdAlmageed (ECCV Workshops (21), 2024)

Large Multimodal Models Thrive with Little Data for Image Emotion Prediction. - Peng He; Mohamed E. Hussein 001; Wael Abd-Almageed (ICPR (1), 2024)

TRIGS: Trojan Identification from Gradient-Based Signatures. - Mohamed E. Hussein 001; Sudharshan Subramaniam Janakiraman; Wael AbdAlmageed (ICPR (3), 2024)

DiffusionCounterfactuals: Inferring High-dimensional Counterfactuals with Guidance of Causal Representations. - Jiageng Zhu; Hanchen Xie; Jiazhi Li 001; Wael Abd-Almageed (CoRR, 2024)

Look, Learn and Leverage (L3): Mitigating Visual-Domain Shift and Discovering Intrinsic Relations via Symbolic Alignment. - Hanchen Xie; Jiageng Zhu; Mahyar Khayatkhoei; Jiazhi Li 001; Wael AbdAlmageed (CoRR, 2024)

Efficiently Mitigating Video Content Misalignment on Large Vision Model with Time-Series Data Alignment. - Hanchen Xie; Rose Ma; Jiageng Zhu; Zheda Mai; Wael Abd-Almageed; Zubin Abraham (CVPR Workshops, 2025)

Attention-Driven Causal Discovery: From Transformer Matrices to Granger Causal Graphs for Non-Stationary Time-series Data. - Jiageng Zhu; Kehao Li; Zheda Mai; Hanchen Xie; Wael AbdAlmageed; Zubin Abraham (ICASSP, 2025)

Fairness and Disentanglement: A Critical Review of Predominant Bias in Neural Networks. - Jiazhi Li 001; Mahyar Khayatkhoei; Jiageng Zhu; Hanchen Xie; Mohamed E. Hussein 001; Wael AbdAlmageed (Trans. Mach. Learn. Res., 2025)

A Critical Review of Predominant Bias in Neural Networks. - Jiazhi Li 001; Mahyar Khayatkhoei; Jiageng Zhu; Hanchen Xie; Mohamed E. Hussein 001; Wael AbdAlmageed (CoRR, 2025)