Elgammal, Ahmed M.

35 publications

AAAI 2017 Sherlock: Scalable Fact Learning in Images Mohamed Elhoseiny, Scott Cohen, Walter Chang, Brian L. Price, Ahmed M. Elgammal

ICLR 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

IJCAI 2016 Incorporating Prototype Theory in Convolutional Neural Networks Babak Saleh, Ahmed M. Elgammal, Jacob Feldman

WACV 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

AAAI 2016 Toward a Taxonomy and Computational Models of Abnormalities in Images Babak Saleh, Ahmed M. Elgammal, Jacob Feldman, Ali Farhadi

AAAI 2016 Zero-Shot Event Detection by Multimodal Distributional Semantic Embedding of Videos Mohamed Elhoseiny, Jingen Liu, Hui Cheng, Harpreet S. Sawhney, Ahmed M. Elgammal

AAAI 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

MLJ 2015 Generalized Twin Gaussian Processes Using Sharma-Mittal Divergence Mohamed Elhoseiny, Ahmed M. Elgammal

ECCVW 2014 Computational Beauty: Aesthetic Judgment at the Intersection of Art and Science Emily L. Spratt, Ahmed M. Elgammal

CVPRW 2014 Globality-Locality Preserving Projections for Biometric Data Dimensionality Reduction Sheng Huang, Ahmed M. Elgammal, Luwen Huangfu, Dan Yang, Xiaohong Zhang

ECCV 2014 Untangling Object-View Manifold for Multiview Recognition and Pose Estimation Amr Bakry, Ahmed M. Elgammal

AAAI 2013 Joint Object and Pose Recognition Using Homeomorphic Manifold Analysis Haopeng Zhang, Tarek El-Gaaly, Ahmed M. Elgammal, Zhiguo Jiang

CVPRW 2013 MultiClass Object Classification in Video Surveillance Systems - Experimental Study Mohamed Elhoseiny, Amr Bakry, Ahmed M. Elgammal

ECCV 2012 Online Moving Camera Background Subtraction Ali Elqursh, Ahmed M. Elgammal

CVPR 2011 Line-Based Relative Pose Estimation Ali Elqursh, Ahmed M. Elgammal

ICCV 2011 Regression from Local Features for Viewpoint and Pose Estimation Marwan Torki, Ahmed M. Elgammal

CVPR 2011 Supervised Hypergraph Labeling Toufiq Parag, Ahmed M. Elgammal

CVPR 2010 One-Shot Multi-Set Non-Rigid Feature-Spatial Matching Marwan Torki, Ahmed M. Elgammal

CVPR 2010 Putting Local Features on a Manifold Marwan Torki, Ahmed M. Elgammal

CVPR 2008 Boosting Adaptive Linear Weak Classifiers for Online Learning and Tracking Toufiq Parag, Fatih Porikli, Ahmed M. Elgammal

ICCV 2007 Modeling View and Posture Manifolds for Tracking Chan-Su Lee, Ahmed M. Elgammal

CVPR 2006 A Framework for Feature Selection for Background Subtraction Toufiq Parag, Ahmed M. Elgammal, Anurag Mittal

CVPRW 2006 Discriminative Patch Selection Using Combinatorial and Statistical Models for Patch-Based Object Recognition Akshay Vashist, Zhipeng Zhao, Ahmed M. Elgammal, Ilya B. Muchnik, Casimir A. Kulikowski

ECCV 2006 Homeomorphic Manifold Analysis: Learning Decomposable Generative Models for Human Motion Analysis Chan-Su Lee, Ahmed M. Elgammal

ECCV 2006 Learning to Detect Objects of Many Classes Using Binary Classifiers Ramana Isukapalli, Ahmed M. Elgammal, Russell Greiner

CVPR 2005 Learning to Track: Conceptual Manifold mAP for Closed-Form Tracking Ahmed M. Elgammal

CVPR 2004 Inferring 3D Body Pose from Silhouettes Using Activity Manifold Learning Ahmed M. Elgammal, Chan-Su Lee

CVPR 2004 Nonlinear Generative Models for Dynamic Shape and Dynamic Appearance Ahmed M. Elgammal

CVPRW 2004 Nonlinear Generative Models for Dynamic Shape and Dynamic Appearance Ahmed M. Elgammal

CVPR 2004 Separating Style and Content on a Nonlinear Manifold Ahmed M. Elgammal, Chan-Su Lee

CVPR 2003 Learning Dynamics for Exemplar-Based Gesture Recognition Ahmed M. Elgammal, Vinay D. Shet, Yaser Yacoob, Larry S. Davis

CVPR 2003 Probabilistic Tracking in Joint Feature-Spatial Spaces Ahmed M. Elgammal, Ramani Duraiswami, Larry S. Davis

CVPR 2001 Efficient Non-Parametric Adaptive Color Modeling Using Fast Gauss Transform Ahmed M. Elgammal, Ramani Duraiswami, Larry S. Davis

ICCV 2001 Probabilistic Framework for Segmenting People Under Occlusion Ahmed M. Elgammal, Larry S. Davis

ECCV 2000 Non-Parametric Model for Background Subtraction Ahmed M. Elgammal, David Harwood, Larry S. Davis