Wael AbdAlmageed

Publications

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1997

Point Feature Matching Adopting Walsh Transform

W. Abd-almageed, E. Elkonyaly, S. Saraya
In Proc. SPIE
1997, 74-84 pages

2002

Hidden Markov models for silhouette classification

W. Abd-almageed, Smith, C.
In World Automation Congress
2002, 395–402 pages

Eye Tracking using Active Deformable Models

Samah Ramadan, W. Abd-almageed, Christopher E. Smith
In 3rd Indian Conference on Computer Vision, Graphics and Image Processing
2002

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

W. Abd-almageed, Fadali,M. S, Bebis,G.
In American Control Conference (ACC)
2002, 1443- 1447 vol.2 - 1443- 1447 vol.2 pages
http://ieeexplore.ieee.org/ielx5/7965/22015/01023224.pdf?tp=&arnumber=1023224&isnumber=22015

Mixture models for dynamic statistical pressure snakes

W. Abd-almageed, Smith, C.E.
In International Conference on Pattern Recognition
2002, 721–724 vol.2 pages

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

W. Abd-almageed, Smith, C.E.
In IEEE/RSJ International Conference on Intelligent Robots and Systems
2002, 330–335 vol.1 pages

2003

Non-parametric expectation maximization: a learning automata approach

W. Abd-almageed, El-Osery, A., Smith, C.E.
In IEEE International Conference on Systems Man and Cybernetics
2003, 2996–3001 vol.3 pages

Kernel snakes: non-parametric active contour models

W. Abd-almageed, Smith, C.E., Ramadan, S.
In IEEE International Conference on Systems, Man and Cybernetics, 2003
2003, 240–244 vol.1 pages

2004

Active deformable models using density estimation

W. Abd-almageed, Christopher E. Smith
In International Journal of Image and Graphics
2004, 343–361 pages
http://www.worldscientific.com/doi/abs/10.1142/S0219467804001452

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

W. Abd-almageed, undefined, Smith, C.
In SPIE Visual Information Processing XIII
2004, 25-33 pages

2005

Pedestrian classification from moving platforms using cyclic motion pattern

Ran, Yang, Zheng, Qinfen, Weiss, I., Davis, L.S., W. Abd-almageed, Zhao, Liang
In IEEE International Conference on Image Processing (ICIP)
2005, II–854–7 pages

Identifying and segmenting human-motion for mobile robot navigation using alignment errors

W. Abd-almageed, Burns, B.J., Davis, L.S.
In International Conference on Advanced Robotics (ICAR)
2005, 398–403 pages

Estimating time-varying densities using a stochastic learning automaton

W. Abd-almageed, El-Osery, Aly I., Christopher E. Smith
In Soft Computing
2005, 1007–1020 pages
http://link.springer.com/article/10.1007/s00500-005-0028-4

A learning automata based power management for ad-hoc networks

El-Osery, A.I., Baird, D., W. Abd-almageed
In IEEE International Conference on Systems, Man and Cybernetics
2005, 3569–3573 Vol. 4 pages

2006

Robust Appearance Modeling for Pedestrian and Vehicle Tracking

W. Abd-almageed, Davis, Larry S.
In Multimodal Technologies for Perception of Humans
2006, 209–215 pages
http://link.springer.com/chapter/10.1007/978-3-540-69568-4_17

Calibration-free RF-based localization algorithm for sensor actuator networks using particle filters

El-Osery, A.I., W. Abd-almageed, Youssef, M.
In IEEE Antennas and Propagation Magazine
2006, 166–173 pages

Density Estimation Using Mixtures of Mixtures of Gaussians

W. Abd-almageed, Davis, Larry S.
In European Conference on Computer Vision (ECCV)
2006, 410–422 pages
http://link.springer.com/chapter/10.1007/11744085_32

Real-Time Human Detection, Tracking, and Verification in Uncontrolled Camera Motion Environments

Hussein, M., W. Abd-almageed, Ran, Yang, Davis, L.
In IEEE International Conference on Computer Vision Systems, 2006 ICVS ’06
2006, 41–41 pages

2007

Real-Time Human Detection and Tracking from Mobile Vehicles

W. Abd-almageed, Hussein, M., Abdelkader, M.
In IEEE Intelligent Transportation Systems Conference (ITSC)
2007, 149–154 pages
http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=4357721

2008

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

W. Abd-almageed
In IEEEInternational Conference on Image Processing (ICIP)
2008, 3200–3203 pages
http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=4712476

Threat-Aware Clustering in Wireless Sensor Networks

Blace, Ryan E., Eltoweissy, Mohamed, W. Abd-almageed
In IFIP Conference on Wireless Sensor and Actor Networks (WSAN 08)
2008, 1–12 pages
http://link.springer.com/chapter/10.1007/978-0-387-09441-0_1

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

Refaey, M.A., W. Abd-almageed, Davis, L.S.
In Third International Workshop on Semantic Media Adaptation and Personalization
2008, 69–75 pages

Human detection using iterative feature selection and logistic principal component analysis

W. Abd-almageed, Davis, L.
In IEEE International Conference on Robotics and Automation (ICRA)
2008, 1691–1697 pages

RF-based location determination in heterogenous sensor networks using Rayleigh fading channel

Ekin, S., El-Osery, A.I., W. Abd-almageed
In IEEE INFOCOM Workshops
2008, 1–6 pages
http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=4544630

Document-zone classification using partial least squares and hybrid classifiers

W. Abd-almageed, Agrawal, M., Seo, Wontaek, Doermann, D.
In International Conference on Pattern Recognition (ICPR)
2008, 1–4 pages

2009

Approximate Kernel Matrix Computation on GPUs Forlarge Scale Learning Applications

Hussein, Mohamed E., W. Abd-almageed
In Proceedings of the 23rd International Conference on Supercomputing
2009, 511–512 pages
http://doi.acm.org/10.1145/1542275.1542355

Efficient Band Approximation of Gram Matrices for Large Scale Kernel Methods on GPUs

Hussein, Mohamed, W. Abd-almageed
In Supercomputing
2009

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

W. Abd-almageed, Kumar, Jayant, Doermann, David
In International Conference on Document Analysis and Recognition
2009, 768–772 pages

2010

Comparing one-class and two-class SVM classifiers for normal mammogram detection

Elshinawy, M.Y., Badawy, A.-H.A., Abdelmageed, W.W., Chouikha, M.F.
In Applied Imagery Pattern Recognition Workshop (AIPR), 2010 IEEE 39th
2010, 1–7 pages

Handwritten Arabic Text Line Segmentation Using Affinity Propagation

Kumar, Jayant, W. Abd-almageed, Kang, Le, Doermann, David
In Proceedings of the 9th IAPR International Workshop on Document Analysis Systems
2010, 135–142 pages
http://doi.acm.org/10.1145/1815330.1815348

2011

Segmentation of Handwritten Textlines in Presence of Touching Components

Kumar, Jayant, Kang, Le, Doermann, David, W. Abd-almageed
In International Conference on Document Analysis and Recognition
2011, 109–113 pages
http://dx.doi.org/10.1109/ICDAR.2011.31

Normal mammogram detection using density information and texture features

Elshinawy, Mona Y, Badawyy, AHA, Abdelmageed, Wael W, Chouikha, Mohamed F
2011

Detection of Normal Mammograms Based on Breast Tissue Density Using GLCM Features

Elshinawyz, Mona Y, Badawyy, Abdel-Hameed A, Abdelmageedyy, Wael W, Chouikhaz, Mohamed F
In Biomedical Engineering
2011
http://www.actapress.com/PaperInfo.aspx?paperId=451722

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

Abdelkader, Mohamed F., W. Abd-almageed, Srivastava, Anuj, Chellappa, Rama
In Computer Vision and Image Understanding
2011, 439–455 pages
http://www.sciencedirect.com/science/article/pii/S1077314210002377

Shape codebook based handwritten and machine printed text zone extraction

Kumar, Jayant, Prasad, Rohit, Cao, Huiagu, W. Abd-almageed, Doermann, David, Natarajan, Premkumar
In SPIE Document Recognition and Retrieval
2011, 1–8 pages

Effect of breast density in selecting features for normal mammogram detection

Elshinawy, Mona, Badawy, Abdelhameed, Abdelmageed, Wael, Chouikha, Mohamed
In Biomedical Imaging: From Nano to Macro, IEEE International Symposium on
2011, 141–147 pages
http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=5872374

2012

Distributed Approximate Spectral Clustering for Large-scale Datasets

Hefeeda, Mohamed, Gao, Fei, W. Abd-almageed
In International Symposium on High Performance Parallel and Distributed Computing
2012, 223–234 pages
http://doi.acm.org/10.1145/2287076.2287111

2013

iSubgraph: Integrative Genomics for Subgroup Discovery in Hepatocellular Carcinoma Using Graph Mining and Mixture Models

Ozdemir, Bahadir, W. Abd-almageed, Roessler, Stephanie, Wang, Xin Wei
In PLoS ONE
2013
http://dx.doi.org/10.1371/journal.pone.0078624

Large-Scale Signature Matching Using Multi-stage Hashing

Xianzhi Du, Wael Abd{-}Almageed, David S. Doermann
In 12th International Conference on Document Analysis and Recognition
2013, 976–980 pages
http://dx.doi.org/10.1109/ICDAR.2013.197

Distributed Kernel Matrix Approximation and Implementation Using Message Passing Interface

Dameh, T.A., Abdalmageed, W., Hefeeda, M.
In 12th International Conference on Machine Learning and Applications (ICMLA)
2013, 52–57 pages

2014

A Bayesian Nonparametric Approach to Integrative Genomics for Cancer Subgroup Discovery

Ozdemir, Bahadir, W. Abd-almageed, Roessler, Stephanie, Wang, Xin
In NIPS Workshop on Machine Learning for Computational Biology
2014
http://www.cs.umd.edu/ ozdemir/papers/mlcb14_isubgraph_bnp.pdf

Signature Matching Using Supervised Topic Models

Xianzhi Du, Doermann, D., W. Abd-almageed
In 22nd International Conference on Pattern Recognition (ICPR)
2014, 327–332 pages
http://lampsrv02.umiacs.umd.edu/pubs/Papers/xianzhidu-14/xianzhidu-14.pdf

2015

Feature Selection using Partial Least Squares regression and optimal experiment design

Nagaraja, V.K., W. Abd-almageed
In 2015 International Joint Conference on Neural Networks IJCNN
2015, 1–8 pages
http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7280341

A Graphical Model Approach for Matching Partial Signatures

Xianzhi Du, Doermann, David, W. Abd-almageed
In IEEE Computer Vision and Pattern Recognition (CVPR)
2015, 1465–1472 pages
http://www.cv-foundation.org/openaccess/content_cvpr_2015/papers/Du_A_Graphical_Model_2015_CVPR_paper.pdf

Learning Document Image Binarization from Data

Yue Wu, Stephen Rawls, W. Abd-almageed, Natarajan, Premkumar
2015
http://arxiv.org/abs/1505.00529

2016

Face Recognition Using Deep Multi-Pose Representations

Wael AbdAlmageed, Yue Wu, Stephen Rawls, Shai Harel, Tal Hassner, Iacopo Masi, Jongmoo Choi, Jatuporn Lekust, Jungyeon Kim, Prem Natarajan, Nevatia, Ram, Gerard Medioni
In Proceedings of IEEE Winter Conference on Applications of Computer Vision (WACV)
2016
https://drive.google.com/file/d/0B6q_gr2enGXIY29MaVk2bFR2ZW8/view?usp=sharing

Computationally Efficient Template-Based Face Recognition

Yue Wu, Wael AbdAlmageed, Stephen Rawls, Natarajan, Premkumar
In International Conference on Pattern Recognition
2016

LEARNING DOCUMENT IMAGE BINARIZATION FROM DATA

Yue Wu, Natarajan, Premkumar, Stephen Rawls, Wael AbdAlmageed
In International Conference on Image Processing
2016

2017

Multimedia Semantic Integrity Assessment Using Joint Embedding Of Images and Text

Ayush Jaiswal, Ekraam Sabir, Wael AbdAlmageed, Prem Natarajan
In ACM Multimedia
2017

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

Yue Wu, Wael AbdAlmageed, Stephen Rawls, Natarajan, Premkumar
In IEEE Conference on Automatic Face and Gesture Recognition
2017
https://drive.google.com/file/d/0B6q_gr2enGXIVnE4eTAybDlwajA/view?usp=sharing

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

Yue Wu, Wael AbdAlmaged, Prem Natarajan
In ACM Multimedia
2017

Adversarial Auto-Encoders For Speech Based Emotion Recognition

Saurabh Sahu, Rahul Gupta, Ganesh Sivaraman, Carol Espy-Wilson, Wael AbdAlmageed
In InterSpeech
2017

2018

Deep Multimodal Image-Repurposing Detection

Ekraam Sabir, Wael AbdAlmageed, Yue Wu, Prem Natarajan
In ACM Multimedia
2018

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

Yue Wu, Wael AbdAlmageed, Prem Natarajan
In Winter Conference on Applications of Computer Vision
2018

Unknown Presentation Attack Detection with Face RGB Images

F. Xiong, Abdalmageed, W.
In IEEE International Conference on Biometrics: Theory, Applications, and Systems
2018

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 Leksut, Stephen Rawls, Yue Wu, Tal Hassner, Wael AbdAlmageed, Gerard Medioni, Louis-Philippe Morency, Prem Natarajan, Ramkant Nevatia
In IEEE Trans. on Pattern Analysis and Machine Intelligence
2018
http://ieeexplore.ieee.org/document/8255649/

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

Y. Wu, Abdalmageed, W., P. Natarajan
In European Conference on Computer Vision (ECCV)
2018

CapsuleGAN: Generative Adversarial Capsule Network

Ayush Jaiswal, Wael AbdAlmageed, Yue Wu, Natarajan, Premkumar
In Workshop on Brain-Driven Computer Vision at European Conference on Computer Vision
2018

IEEE International Workshop on Information Forensics and Security (WIFS)

Mohamed Hussein, Leonidas Spinoulas, Fei Xiong, Wael AbdAlmageed
In Fingerprint Presentation Attack Detection Using A Novel Multi-Spectral Capture Device and Patch-Based Convolutional Neural Networks
2018

Unsupervised Adversarial Invariance

Ayush Jaiswal, Yue Wu, Wael AbdAlmageed, Prem Natarajan
In Neural Information Processing Systems (NIPS)
2018

2019

Discovery and Separation of Features for Invariant Representation Learning

Ayush Jaiswal, Brekelmans, Rob, Daniel Moyer, Greg Ver Steeg, Wael AbdAlmageed, Natarajan, Premkumar
In arXiv:1912.00646 [cs, stat]
2019
http://arxiv.org/abs/1912.00646

Quantitative laser speckle contrast imaging for presentation attack detection in biometric authentication systems

Arun Jagannathan, Claire Sun, Leonidas Spinoulas, Hussein, Mohamed, Jonathan Habif, W. Abd-almageed
In SPIE Defense and Commercial Systems
2019

ManTra-Net: Manipulation Tracing Network For Detection And Localization ofImage Forgeries With Anomalous Features

Yue Wu, Wael AbdAlmageed, Prem Natarajan
In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
2019

QATM: Quality-Aware Template Matching For Deep Learning

Cheng, Jiaxin, Yue Wu, Wael AbdAlmageed, Natarajan, Premkumar
In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
2019

AIRD: Adversarial Learning Framework for Image Repurposing Detection

Ayush Jaiswal, Yue Wu, Wael AbdAlmageed, Iacopo Masi, Natarajan, Premkumar
In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
2019

Does Generative Face Completion Help Face Recognition?

Mathai, Joe, Iacopo Masi, Wael AbdAlmageed
In International Conference on Biometrics (ICB)
2019

RoPAD: Robust Presentation Attack Detection through Unsupervised Adversarial Invariance

Ayush Jaiswal, Xia, Shuai, Iacopo Masi, Wael AbdAlmageed
In 12th IAPR International Conference on Biometrics (ICB)
2019

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

Hengameh Mirzaalian, Hussein, Mohamed, Wael AbdAlmageed
In International Conference on Biometrics 2019 (ICB)
2019

Recurrent Convolutional Strategies for Face Manipulation Detection in Videos

E. Sabir, K. Cheng, A. Jaiswal, Abdalmageed, W., I. Masi, P. Natarajan
In Workshop on Applications of Computer Vision and Pattern Recognition to Media Forensics with CVPR
2019

2020

Recognition Of Distinct Facial Morphology In Youth With Congenital Adrenal Hyperplasia Via Machine Learning Techniques

Guo, Xiao, Hengameh Mirzaalian, Linda Randolph, Veeraya Tanawattanacharoen, Ross, Heather M., Geffner, Mitchell E., W. Abd-almageed, Kim, Mimi S.
In Clinical Genetics Meeting
2020

Towards Learning Structure via Consensus for Face Segmentation and Parsing

Iacopo Masi, Mathai, Joe, Wael AbdAlmageed
In Computer Vision and Pattern Recognition (CVPR)
2020, 5508–5518 pages

Two-Branch Recurrent Network for Isolating Deepfakes in Videos

Iacopo Masi, Killekar, Aditya, Mascarenhas, Royston Marian, Gurudatt, Shenoy Pratik, Wael AbdAlmageed
In European Conference on Computer Vision
2020, 667–684 pages

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

Mohammad Amin Arab, Puria Azadi Moghadam, M. T. Hussein, W. Abd-almageed, Hefeeda, M.
In Proceedings of the 28th ACM International Conference on Multimedia
2020

MEG: Multi-Evidence GNN for Multimodal Semantic Forensics

Ekraam Sabir, Ayush Jaiswal, W. Abd-almageed, P. Natarajan
In International Conference on Pattern Recognition
2020

Assessment of Facial Morphologic Features in Patients With Congenital Adrenal Hyperplasia Using Deep Learning

Wael AbdAlmageed, Hengameh Mirzaalian, Guo, Xiao, Randolph, Linda M., Tanawattanacharoen, Veeraya K., Geffner, Mitchell E., Ross, Heather M., Kim, Mimi S.
In JAMA network open
2020, e2022199 pages

Invariant Representations through Adversarial Forgetting

Ayush Jaiswal, Daniel Moyer, Greg Ver Steeg, Wael AbdAlmageed, Natarajan, Premkumar
In AAAI Conference on Artificial Intelligence
2020

RECOGNITION OF DISTINCT FACIAL MORPHOLOGY IN YOUTH WITH CONGENITAL ADRENAL HYPERPLASIA VIA MACHINE LEARNING TECHNIQUES

Guo, Xiao, Hengameh Mirzaalian, Linda Randolph, Veeraya Tanawattanacharoen, Ross, Heather M., Geffner, Mitchell E., W. Abd-almageed, Kim, Mimi S.
In Western Medical Research Conference
2020

2021

Explaining Face Presentation Attack Detection Using Natural Language

Hengameh Mirzaalian, Hussein, Mohamed, Leonidas Spinoulas, May, Jonathan, Wael Abd-Almageed
In 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021)
2021

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

Li, Jiazhi, Wael AbdAlmageed
In 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021)
2021

Assessment of Combined Brain-Face Morphology in Youth with Congenital Adrenal Hyperplasia due to 21-Hydroxylase Deficiency

H. Mirzaalian, M. Hertingand, J.P. Lewinger, S. Ahmed, N. R. Fraga, L. Randolph, M. E. Geffner, S. Kohli, Abdalmageed, W., M. S. Kim
In Pediatric Endocrine Society
2021

BioFors: A Large Biomedical Image Forensics Dataset

Ekraam Sabir, Soumyaroop Nandi, Wael Abd-Almageed, Prem Natarajan
In International Conference on Computer Vision
2021

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

Cheng, Jiaxin, Soumyaroop Nandi, Prem Natarajan, Wael Abd-Almageed
In International Conference on Computer Vision
2021

Partner-Assisted Learning for Few-Shot Image Classification

Jiawei Ma, Xie, Hanchen, Guangxing Han, Shih-Fu Chang, Aram Galstyan, Wael Abd-Almageed
In International Conference on Computer Vision
2021

Detection and Continual Learning of Novel Face Presentation Attacks

Mohammad Rostami, Leonidas Spinoulas, Hussein, Mohamed, Wael Abd-Almageed
In International Conference on Computer Vision
2021

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

Xie, Hanchen, Hussein, Mohamed E., Aram Galstyan, W. Abd-almageed
In IEEE Winter Conference on Applications of Computer Vision
2021
http://arxiv.org/abs/2012.00150

Adversarial defense for deep speaker recognition using hybrid adversarial training

Pal, Monisankha, Jati, Arindam, Peri, Raghuveer, Hsu, Chin-Cheng, Wael AbdAlmageed, Narayanan, Shrikanth
In IEEE International Conference on Acoustics, Speech and Signal Processing
2021

Adversarial attack and defense strategies for deep speaker recognition systems

Jati, Arindam, Hsu, Chin-Cheng, Pal, Monisankha, Peri, Raghuveer, Wael AbdAlmageed, Narayanan, Shrikanth
In Computer Speech & Language
2021, 101199 pages

Multi-Modal Fingerprint Presentation Attack Detection: Evaluation On A New Dataset

Leonidas Spinoulas, Hengameh Mirzaalian, Hussein, Mohamed, Wael AbdAlmageed
In IEEE Transactions on Biometrics
2021

Multispectral Biometrics System Framework: Application to Presentation Attack Detection

Leonidas Spinoulas, Hussein, Mohamed, David Geissbühler, Mathai, Joe, Oswin G. Almeida, Guillaume Clivaz, Sébastien Marcel, Wael AbdAlmageed
In IEEE Sensors
2021
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