Tarek El-Gaaly

According to our database, Tarek El-Gaaly authored at least 16 papers between 2010 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2020

Detecting Deep-Fake Videos from Appearance and Behavior.

Shruti Agarwal, Hany Farid, Tarek El-Gaaly, Ser-Nam Lim

Proceedings of the 12th IEEE International Workshop on Information Forensics and Security, 2020

2019

3D Object Recognition with Ensemble Learning - A Study of Point Cloud-Based Deep Learning Models.

Daniel Koguciuk, Lukasz Chechlinski, Tarek El-Gaaly

Proceedings of the Advances in Visual Computing, 2019

2018

BinGAN: Learning Compact Binary Descriptors with a Regularized GAN.

Maciej Zieba, Piotr Semberecki, Tarek El-Gaaly, Tomasz Trzcinski

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

2016

Digging Deep into the Layers of CNNs: In Search of How CNNs Achieve View Invariance.

Amr Bakry, Mohamed Elhoseiny, Tarek El-Gaaly, Ahmed M. Elgammal

Proceedings of the 4th International Conference on Learning Representations, 2016

Joint object recognition and pose estimation using a nonlinear view-invariant latent generative model.

Amr Bakry, Tarek El-Gaaly, Mohamed Elhoseiny, Ahmed M. Elgammal

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

A Comparative Analysis and Study of Multiview CNN Models for Joint Object Categorization and Pose Estimation.

Mohamed Elhoseiny, Tarek El-Gaaly, Amr Bakry, Ahmed M. Elgammal

Proceedings of the 33nd International Conference on Machine Learning, 2016

2015

Factorization of view-object manifolds for joint object recognition and pose estimation.

Haopeng Zhang, Tarek El-Gaaly, Ahmed M. Elgammal, Zhiguo Jiang

Comput. Vis. Image Underst., 2015

Convolutional Models for Joint Object Categorization and Pose Estimation.

Mohamed Elhoseiny, Tarek El-Gaaly, Amr Bakry, Ahmed M. Elgammal

CoRR, 2015

A Bayesian Approach to Perceptual 3D Object-Part Decomposition Using Skeleton-Based Representations.

Tarek El-Gaaly, Vicky Froyen, Ahmed M. Elgammal, Jacob Feldman, Manish Singh

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Measuring Atmospheric Scattering from Digital Images of Urban Scenery using Temporal Polarization-Based Vision.

Tarek El-Gaaly, Joshua Gluckman

CoRR, 2014

Hierarchical Semantic Hashing: Visual Localization from Buildings on Maps.

Turgay Senlet, Tarek El-Gaaly, Ahmed M. Elgammal

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

Spatial-Visual Label Propagation for Local Feature Classification.

Tarek El-Gaaly, Marwan Torki, Ahmed M. Elgammal

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

2013

Joint Object and Pose Recognition Using Homeomorphic Manifold Analysis.

Haopeng Zhang, Tarek El-Gaaly, Ahmed M. Elgammal, Zhiguo Jiang

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012

RGBD object pose recognition using local-global multi-kernel regression.

Tarek El-Gaaly, Marwan Torki

Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011

Skimming Video Action Using Annotated 3D Surfaces.

Ben Falchuk, Chung-Ying Wu, Tarek El-Gaaly, Akshay Vashist

Proceedings of the 32nd Annual Conference of the European Association for Computer Graphics, 2011

2010

Measuring Atmospheric Scattering from Digital Image Sequences.

Tarek El-Gaaly, Joshua Gluckman

Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010