Wael Abd-Almageed

CoRR, 2024

2023

Unsupervised Multimodal Deepfake Detection Using Intra- and Cross-Modal Inconsistencies.

[BibT_eX]

[DOI]

CoRR, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

Shadow Datasets, New challenging datasets for Causal Representation Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Trojan Model Detection Using Activation Optimization.

[BibT_eX]

[DOI]

Sudharshan Subramaniam Janakiraman

CoRR, 2023

A Critical View of Vision-Based Long-Term Dynamics Prediction Under Environment Misalignment.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Emergent Asymmetry of Precision and Recall for Measuring Fidelity and Diversity of Generative Models in High Dimensions.

[BibT_eX]

[DOI]

Mahyar Khayatkhoei

Proceedings of the International Conference on Machine Learning, 2023

TrainFors: A Large Benchmark Training Dataset for Image Manipulation Detection and Localization.

[BibT_eX]

[DOI]

Soumyaroop Nandi

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Learning Robust Representations Of Generative Models Using Set-Based Artificial Fingerprints.

[BibT_eX]

[DOI]

Hae Jin Song

CoRR, 2022

Do-Operation Guided Causal Representation Learning with Reduced Supervision Strength.

[BibT_eX]

[DOI]

Jiageng Zhu

Hanchen Xie

CoRR, 2022

Attack-Agnostic Adversarial Detection.

[BibT_eX]

[DOI]

CoRR, 2022

P<sup>2</sup>M-DeTrack: Processing-in-Pixel-in-Memory for Energy-efficient and Real-Time Multi-Object Detection and Tracking.

[BibT_eX]

[DOI]

Proceedings of the 30th IFIP/IEEE 30th International Conference on Very Large Scale Integration, 2022

MONet: Multi-Scale Overlap Network for Duplication Detection in Biomedical Images.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

SW-VAE: Weakly Supervised Learn Disentangled Representation via Latent Factor Swapping.

[BibT_eX]

[DOI]

Jiageng Zhu

Hanchen Xie

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Weakly Supervised Invariant Representation Learning via Disentangling Known and Unknown Nuisance Factors.

[BibT_eX]

[DOI]

Jiageng Zhu

Hanchen Xie

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

CAT: Controllable Attribute Translation for Fair Facial Attribute Classification.

[BibT_eX]

[DOI]

Jiazhi Li

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2021

Multi-Modal Fingerprint Presentation Attack Detection: Evaluation on a New Dataset.

[BibT_eX]

[DOI]

IEEE Trans. Biom. Behav. Identity Sci., 2021

Adversarial attack and defense strategies for deep speaker recognition systems.

[BibT_eX]

[DOI]

Comput. Speech Lang., 2021

Introducing the DOME Activation Functions.

[BibT_eX]

[DOI]

CoRR, 2021

MrGCN: Mirror Graph Convolution Network for Relation Extraction with Long-Term Dependencies.

[BibT_eX]

[DOI]

CoRR, 2021

MUSCLE: Strengthening Semi-Supervised Learning Via Concurrent Unsupervised Learning Using Mutual Information Maximization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Customizable Camera Verification for Media Forensic.

[BibT_eX]

[DOI]

Huaigu Cao

Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

BioFors: A Large Biomedical Image Forensics Dataset.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Detection and Continual Learning of Novel Face Presentation Attacks.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Partner-Assisted Learning for Few-Shot Image Classification.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

SIGN: Spatial-information Incorporated Generative Network for Generalized Zero-shot Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Adversarial Defense for Deep Speaker Recognition Using Hybrid Adversarial Training.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Explaining Face Presentation Attack Detection Using Natural Language.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

Information-Theoretic Bias Assessment Of Learned Representations Of Pretrained Face Recognition.

[BibT_eX]

[DOI]

Jiazhi Li

Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

2020

CORD19STS: COVID-19 Semantic Textual Similarity Dataset.

[BibT_eX]

[DOI]

CoRR, 2020

Multispectral Biometrics System Framework: Application to Presentation Attack Detection.

[BibT_eX]

[DOI]

CoRR, 2020

Revealing True Identity: Detecting Makeup Attacks in Face-based Biometric Systems.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

MEG: Multi-Evidence GNN for Multimodal Semantic Forensics.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Two-Branch Recurrent Network for Isolating Deepfakes in Videos.

[BibT_eX]

[DOI]

Royston Marian Mascarenhas

Aditya Killekar

Shenoy Pratik Gurudatt

Proceedings of the Computer Vision - ECCV 2020, 2020

Towards Learning Structure via Consensus for Face Segmentation and Parsing.

[BibT_eX]

[DOI]

Joe Mathai

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Invariant Representations through Adversarial Forgetting.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Learning Pose-Aware Models for Pose-Invariant Face Recognition in the Wild.

[BibT_eX]

[DOI]

Louis-Philippe Morency

Ram Nevatia

IEEE Trans. Pattern Anal. Mach. Intell., 2019

Discovery and Separation of Features for Invariant Representation Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Learning Structure via Consensus for Face Segmentation and Parsing.

[BibT_eX]

[DOI]

Joe Mathai

CoRR, 2019

Unified Adversarial Invariance.

[BibT_eX]

[DOI]

CoRR, 2019

On the Effectiveness of Laser Speckle Contrast Imaging and Deep Neural Networks for Detecting Known and Unknown Fingerprint Presentation Attacks.

[BibT_eX]

[DOI]

Hengameh Mirzaalian

Proceedings of the 2019 International Conference on Biometrics, 2019

Does Generative Face Completion Help Face Recognition?

[BibT_eX]

[DOI]

Joe Mathai

Proceedings of the 2019 International Conference on Biometrics, 2019

RoPAD: Robust Presentation Attack Detection through Unsupervised Adversarial Invariance.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Biometrics, 2019

Recurrent Convolutional Strategies for Face Manipulation Detection in Videos.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

AIRD: Adversarial Learning Framework for Image Repurposing Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

QATM: Quality-Aware Template Matching for Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

ManTra-Net: Manipulation Tracing Network for Detection and Localization of Image Forgeries With Anomalous Features.

[BibT_eX]

[DOI]

Premkumar Natarajan

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

CapsuleGAN: Generative Adversarial Capsule Network.

[BibT_eX]

[DOI]

Ayush Jaiswal

Premkumar Natarajan

CoRR, 2018

Fingerprint Presentation Attack Detection Using A Novel Multi-Spectral Capture Device and Patch-Based Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Workshop on Information Forensics and Security, 2018

Image Copy-Move Forgery Detection via an End-to-End Deep Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Unsupervised Adversarial Invariance.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Deep Multimodal Image-Repurposing Detection.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

BusterNet: Detecting Copy-Move Image Forgery with Source/Target Localization.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

CapsuleGAN: Generative Adversarial Capsule Network.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Unknown Presentation Attack Detection with Face RGB Images.

[BibT_eX]

[DOI]

Fei Xiong

Proceedings of the 9th IEEE International Conference on Biometrics Theory, 2018

Weighted Feature Pooling Network in Template-Based Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2018, 2018

Bidirectional Conditional Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2018, 2018

Image-to-GPS Verification Through a Bottom-Up Pattern Matching Network.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2018, 2018

2017

Deep Matching and Validation Network: An End-to-End Solution to Constrained Image Splicing Localization and Detection.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Multimedia Semantic Integrity Assessment Using Joint Embedding Of Images And Text.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Adversarial Auto-Encoders for Speech Based Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2017, 2017

EPAT: Euclidean Perturbation Analysis and Transform - An Agnostic Data Adaptation Framework for Improving Facial Landmark Detectors.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

2016

Face recognition using deep multi-pose representations.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Computationally efficient template-based face recognition.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Learning document image binarization from data.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015

Feature Selection using Partial Least Squares regression and optimal experiment design.

[BibT_eX]

[DOI]

Varun K. Nagaraja

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

A graphical model approach for matching partial signatures.

[BibT_eX]

[DOI]

Xianzhi Du

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Signature Matching Using Supervised Topic Models.

[BibT_eX]

[DOI]

Xianzhi Du

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013

Distributed Kernel Matrix Approximation and Implementation Using Message Passing Interface.

[BibT_eX]

[DOI]

Taher A. Dameh

Mohamed Hefeeda

Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Large-Scale Signature Matching Using Multi-stage Hashing.

[BibT_eX]

[DOI]

Xianzhi Du

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

2012

Distributed approximate spectral clustering for large-scale datasets.

[BibT_eX]

[DOI]

Mohamed Hefeeda

Fei Gao

Proceedings of the 21st International Symposium on High-Performance Parallel and Distributed Computing, 2012

2011

Silhouette-based gesture and action recognition via modeling trajectories on Riemannian shape manifolds.

[BibT_eX]

[DOI]

Mohamed F. Abdelkader

Anuj Srivastava

Rama Chellappa

Comput. Vis. Image Underst., 2011

Segmentation of Handwritten Textlines in Presence of Touching Components.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Shape codebook based handwritten and machine printed text zone extraction.

[BibT_eX]

[DOI]

Proceedings of the Document Recognition and Retrieval XVIII, 2011

2010

Handwritten Arabic text line segmentation using affinity propagation.

[BibT_eX]

[DOI]

Proceedings of the Ninth IAPR International Workshop on Document Analysis Systems, 2010

2009

Efficient band approximation of Gram matrices for large scale kernel methods on GPUs.

[BibT_eX]

[DOI]

Proceedings of the ACM/IEEE Conference on High Performance Computing, 2009

Approximate kernel matrix computation on GPUs forlarge scale learning applications.

[BibT_eX]

[DOI]

Proceedings of the 23rd international conference on Supercomputing, 2009

Page Rule-Line Removal Using Linear Subspaces in Monochromatic Handwritten Arabic Documents.

[BibT_eX]

[DOI]

Jayant Kumar

Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

2008

A Logic Framework for Sports Video Summarization Using Text-Based Semantic Annotation.

[BibT_eX]

[DOI]

Mohammed A. Refaey

Proceedings of the Third International Workshop on Semantic Media Adaptation and Personalization, 2008

Threat-Aware Clustering in Wireless Sensor Networks.

[BibT_eX]

[DOI]

Ryan E. Blace

Mohamed Eltoweissy

Proceedings of the Wireless Sensor and Actor Networks II, 2008

Human detection using iterative feature selection and logistic principal component analysis.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Conference on Robotics and Automation, 2008

Document-zone classification using partial least squares and hybrid classifiers.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Online, simultaneous shot boundary detection and key frame extraction for sports videos using rank tracing.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Image Processing, 2008

2007

Real-Time Human Detection and Tracking from Mobile Vehicles.

[BibT_eX]

[DOI]

Mohamed F. Abdelkader

Proceedings of the IEEE Intelligent Transportation Systems Conference, 2007

2006

Estimating time-varying densities using a stochastic learning automaton.

[BibT_eX]

[DOI]

Soft Comput., 2006

Tracking Articulating Objects from Ground Vehicles using Mixtures of Mixtures.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Computer Vision Systems, 2006

Density Estimation Using Mixtures of Mixtures of Gaussians.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2006

Robust Appearance Modeling for Pedestrian and Vehicle Tracking.

[BibT_eX]

[DOI]

Proceedings of the Multimodal Technologies for Perception of Humans, 2006

2005

A learning automata based power management for ad-hoc networks.

[BibT_eX]

[DOI]

David Baird

Proceedings of the IEEE International Conference on Systems, 2005

Pedestrian classification from moving platforms using cyclic motion pattern.

[BibT_eX]

[DOI]

Proceedings of the 2005 International Conference on Image Processing, 2005

2004

Active Deformable Models Using Density Estimation.

[BibT_eX]

[DOI]

Int. J. Image Graph., 2004

A fuzzy-statistical contour model for MRI segmentation and target tracking.

[BibT_eX]

[DOI]

Proceedings of the Visual Information Processing XIII, Orlando, FL, USA, April 12, 2004, 2004

2003

Kernel snakes: non-parametric active contour models.

[BibT_eX]

[DOI]

Samah Ramadan

Proceedings of the IEEE International Conference on Systems, 2003

Non-parametric expectation maximization: a learning automata approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2003

2002

Contour migration: solving object ambiguity with shape-space visual guidance.

[BibT_eX]

[DOI]

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, Lausanne, Switzerland, September 30, 2002

Eye Tracking Using Active Deformable Models.

[BibT_eX]

Samah Ramadan

Proceedings of the ICVGIP 2002, 2002

Mixture Models for Dynamic Statistical Pressure Snakes.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Pattern Recognition, 2002

A non-intrusive Kalman filter-based tracker for pursuit eye movement.

[BibT_eX]

[DOI]