Publications
1997
Point Feature Matching Adopting Walsh Transform
W. Abd-almageed, E. Elkonyaly, S. SarayaIn 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. SmithIn 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. SmithIn 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, LiangIn 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. SmithIn 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-almageedIn 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-almageedIn 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-almageedIn 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-almageedIn 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-almageedIn 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-almageedIn Supercomputing
2009
Page Rule Line Removal Using Linear Subspaces in Monochromatic Handwritten Arabic Documents
W. Abd-almageed, Kumar, Jayant, Doermann, DavidIn 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, DavidIn 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-almageedIn 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 F2011
Detection of Normal Mammograms Based on Breast Tissue Density Using GLCM Features
Elshinawyz, Mona Y, Badawyy, Abdel-Hameed A, Abdelmageedyy, Wael W, Chouikhaz, Mohamed FIn 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, RamaIn 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, PremkumarIn 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, MohamedIn 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-almageedIn 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 WeiIn 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. DoermannIn 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, XinIn 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-almageedIn 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-almageedIn 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-almageedIn 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, Premkumar2015
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 MedioniIn 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, PremkumarIn International Conference on Pattern Recognition
2016
LEARNING DOCUMENT IMAGE BINARIZATION FROM DATA
Yue Wu, Natarajan, Premkumar, Stephen Rawls, Wael AbdAlmageedIn 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 NatarajanIn 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, PremkumarIn 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 NatarajanIn ACM Multimedia
2017
Adversarial Auto-Encoders For Speech Based Emotion Recognition
Saurabh Sahu, Rahul Gupta, Ganesh Sivaraman, Carol Espy-Wilson, Wael AbdAlmageedIn InterSpeech
2017
2018
Deep Multimodal Image-Repurposing Detection
Ekraam Sabir, Wael AbdAlmageed, Yue Wu, Prem NatarajanIn ACM Multimedia
2018
Image Copy-Move Forgery Detection via an End-to-end Deep Neural Network
Yue Wu, Wael AbdAlmageed, Prem NatarajanIn 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 NevatiaIn 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. NatarajanIn European Conference on Computer Vision (ECCV)
2018
CapsuleGAN: Generative Adversarial Capsule Network
Ayush Jaiswal, Wael AbdAlmageed, Yue Wu, Natarajan, PremkumarIn 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 AbdAlmageedIn 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 NatarajanIn 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, PremkumarIn 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-almageedIn 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 NatarajanIn 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, PremkumarIn 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, PremkumarIn 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 AbdAlmageedIn International Conference on Biometrics (ICB)
2019
RoPAD: Robust Presentation Attack Detection through Unsupervised Adversarial Invariance
Ayush Jaiswal, Xia, Shuai, Iacopo Masi, Wael AbdAlmageedIn 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 AbdAlmageedIn 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. NatarajanIn 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 AbdAlmageedIn 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 AbdAlmageedIn 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. NatarajanIn 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, PremkumarIn 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-AlmageedIn 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 AbdAlmageedIn 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. KimIn Pediatric Endocrine Society
2021
BioFors: A Large Biomedical Image Forensics Dataset
Ekraam Sabir, Soumyaroop Nandi, Wael Abd-Almageed, Prem NatarajanIn 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-AlmageedIn 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-AlmageedIn International Conference on Computer Vision
2021
Detection and Continual Learning of Novel Face Presentation Attacks
Mohammad Rostami, Leonidas Spinoulas, Hussein, Mohamed, Wael Abd-AlmageedIn 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-almageedIn 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, ShrikanthIn 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, ShrikanthIn Computer Speech & Language
2021, 101199 pages
Multi-Modal Fingerprint Presentation Attack Detection: Evaluation On A New Dataset
Leonidas Spinoulas, Hengameh Mirzaalian, Hussein, Mohamed, Wael AbdAlmageedIn IEEE Transactions on Biometrics
2021
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