Tarek El-Gaaly

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Ahmed ElgammalRutgers UniversityVerified email at cs.rutgers.edu
Mohamed Elhoseiny, Ph.D.Associate Professor, KAUST (hiring postdocs & grad students)| CreativAIVerified email at cs.stanford.edu
Amr BakryAppleVerified email at apple.com
Hany FaridProfessor, University of California, BerkeleyVerified email at berkeley.edu
Sernam LimAssociate Professor, CS, University of Central FloridaVerified email at ucf.edu
Shruti AgarwalAdobeVerified email at adobe.com
Haopeng ZhangImage Processing Center, School of Astronautics, Beihang UniversityVerified email at buaa.edu.cn
Piotr SembereckiWrocław University of Science and TechnologyVerified email at pwr.edu.pl
Tomasz TrzcinskiWarsaw University of Technology, Tooploox, IDEAS NCBRVerified email at pw.edu.pl
Maciej ZiebaWroclaw University of Science and Technology, TooplooxVerified email at pwr.wroc.pl
Marwan TorkiProfessor of Computer and Systems Engineering Department Alexandria UniversityVerified email at alexu.edu.eg
Maneesh SinghAI R&D. Indic aiDias. Spector.aiVerified email at ieee.org
Abhinav ValadaProfessor & Director of Robot Learning Lab, University of FreiburgVerified email at cs.uni-freiburg.de
Christopher TomaszewskiResearch Scientist at Georgia Tech Research InstituteVerified email at andrew.cmu.edu
Pras VelagapudiChief Architect, Agility RoboticsVerified email at agilityrobotics.com
Balajee KannanSr. Scientist, GE Global ResearchVerified email at ge.com
Paul ScerriAssociate Research Professor, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Turgay Senlet, PhDSoftware EngineerVerified email at google.com
Jacob FeldmanProfessor of Psychology and Cognitive Science, Rutgers UniversityVerified email at ruccs.rutgers.edu
Vicky FroyenRutgers UniversityVerified email at rutgers.edu

Tarek El-Gaaly

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Machine Learning Computer Vision


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Detecting deep-fake videos from appearance and behavior S Agarwal, H Farid, T El-Gaaly, SN Lim 2020 IEEE international workshop on information forensics and security (WIFS …, 2020	245	2020
BinGAN: Learning Compact Binary Descriptors with a Regularized GAN M Zieba, P Semberecki, T El-Gaaly, T Trzcinski arXiv preprint arXiv:1806.06778, 2018	90	2018
A Comparative Analysis and Study of Multiview CNN Models for Joint Object Categorization and Pose Estimation M Elhoseiny, T El-Gaaly, A Bakry*, A Elgammal Proceedings of The 33rd International Conference on Machine Learning, 888-897, 2016	43	2016
Joint Object and Pose Recognition using Homeomorphic Manifold Analysis H Zhang, T El-Gaaly, A Elgammal, Z Jiang Association for the Advancement of Artificial Intelligence (AAAI) 2013, 2013	37	2013
Visual Obstacle Avoidance for Autonomous Watercraft using Smartphones T El-Gaaly, C Tomaszewski, A Valada, P Velagapudi, B Kannan, P Scerri Autonomous Robots and Multirobot Systems workshop (ARMS 2013, at AAMAS 2013), 2013	30	2013
Digging Deep into the layers of CNNs: In Search of How CNNs Achieve View Invariance A Bakry, M Elhoseiny, T El-Gaaly, A Elgammal International Conference on Learning Representations ICLR ( co-first authors), 2016	29	2016
Hierarchical Semantic Hashing: Visual Localization from Buildings on Maps T Senlet, T El-Gaaly, A Elgammal International Conference on Pattern Recognition (ICPR), 2014	19	2014
Convolutional Models for Joint Object Categorization and Pose Estimation M Elhoseiny, T El-Gaaly, A Bakry*, A Elgammal International Conference on Learning Representations (ICLR) Workshop 2016, 2016	16	2016
A Bayesian Approach to Perceptual 3D Object-Part Decomposition using Skeleton-based Representations T El-Gaaly, V Froyen, A Elgammal, J Feldman, M Singh AAAI 2015, 2015	14	2015
RGBD Object Pose Recognition using Local-Global Multi-Kernel Regression T El-Gaaly, M Torki, A Elgammal, M Singh International Conference on Pattern Recognition (ICPR), 2012	13	2012
3D object recognition with ensemble learning—A study of point cloud-based deep learning models D Koguciuk, Ł Chechliński, T El-Gaaly International Symposium on Visual Computing, 100-114, 2019	12	2019
Factorization of view-object manifolds for joint object recognition and pose estimation H Zhang, T El-Gaaly, A Elgammal, Z Jiang Computer Vision and Image Understanding 139, 89-103, 2015	12	2015
Barrier detection T Ziyaee, T El-Gaaly US Patent 10,860,034, 2020	11	2020
Joint object recognition and pose estimation using a nonlinear view-invariant latent generative model A Bakry, T Elgaaly, M Elhoseiny, A Elgammal 2016 IEEE Winter Conference on Applications of Computer Vision (WACV), 1-9, 2016	8	2016
Skimming Video Action Using Annotated 3D Surfaces B Falchuk, CY Wu, T El-Gaaly, A Vashist Eurographics 2011, 2011	2	2011
Spatial-Visual Label Propagation for Local Feature Classification T El-Gaaly, M Torki, A Elgammal	1	2014
Multi-Segment Zeppelin-Aided Robotic Rover for Ground-Based and Atmospheric Exploration T El-Gaaly, B McMahan, A Elqursh Print-only presentation at Concepts and Approaches for Mars Exploration 2012, 2012	1	2012
Measuring Atmospheric Scattering from Digital Images of Urban Scenery using Temporal Polarization-Based Vision T El-Gaaly, J Gluckman ArXiv:1407.3540, 2010	1*	2010
Evolution and The Knightian Blindspot of Machine Learning J Lehman, E Meyerson, T El-Gaaly, KO Stanley, T Ziyaee arXiv preprint arXiv:2501.13075, 2025		2025
A joint framework for object recognition: Categorization, instance recognition and pose estimation T El-Gaaly Rutgers The State University of New Jersey, School of Graduate Studies, 2016		2016

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