Ahmed M. Elgammal

Ahmed M. Elgammal, Chan-Su Lee: Homeomorphic Manifold Analysis (HMA): Generalized separation of style and content on manifolds. Image Vision Comput. 31(4): 291-310 (2013)

Chan-Su Lee, Ahmed M. Elgammal: Style adaptive contour tracking of human gait using explicit manifold models. Mach. Vis. Appl. 23(3): 461-478 (2012)

Ali Elqursh, Ahmed M. Elgammal: Online Moving Camera Background Subtraction. ECCV (6) 2012: 228-241

Turgay Senlet, Ahmed M. Elgammal: Segmentation of occluded sidewalks in satellite images. ICPR 2012: 805-808

Ali Elqursh, Ahmed M. Elgammal: Video figure ground labeling. ICPR 2012: 2472-2475

Ravneet Singh Arora, Ahmed M. Elgammal: Towards automated classification of fine-art painting style: A comparative study. ICPR 2012: 3541-3544

Ali Elqursh, Ahmed M. Elgammal: Single axis relative rotation from orthogonal lines. ICPR 2012: 3573-3576

Turgay Senlet, Ahmed M. Elgammal: Satellite image based precise robot localization on sidewalks. ICRA 2012: 2647-2653

Ahmed M. Elgammal: Figure-Ground Segmentation - Pixel-Based. Visual Analysis of Humans 2011: 31-51

Toufiq Parag, Ahmed M. Elgammal: Supervised hypergraph labeling. CVPR 2011: 2289-2296

Ali Elqursh, Ahmed M. Elgammal: Line-based relative pose estimation. CVPR 2011: 3049-3056

Marwan Torki, Ahmed M. Elgammal: Regression from local features for viewpoint and pose estimation. ICCV 2011: 2603-2610

Turgay Senlet, Ahmed M. Elgammal: A framework for global vehicle localization using stereo images and satellite and road maps. ICCV Workshops 2011: 2034-2041

Toufiq Parag, Ahmed M. Elgammal: Higher Order Markov Networks for Model Estimation. ISVC (1) 2011: 246-258

Toufiq Parag, Vladimir Pavlovic, Ahmed M. Elgammal: Learning Hypergraph Labeling for Feature Matching. CoRR abs/1107.2553 (2011)

Chan-Su Lee, Ahmed M. Elgammal: Coupled Visual and Kinematic Manifold Models for Tracking. International Journal of Computer Vision 87(1-2): 118-139 (2010)

Chan-Su Lee, Ahmed M. Elgammal: Dynamic Shape Style Analysis: Bilinear and Multilinear Human Identification with Temporal Normalization. IJPRAI 24(7): 1133-1157 (2010)

Marwan Torki, Ahmed M. Elgammal: Putting local features on a manifold. CVPR 2010: 1743-1750

Marwan Torki, Ahmed M. Elgammal: One-shot multi-set non-rigid feature-spatial matching. CVPR 2010: 3058-3065

Marwan Torki, Ahmed M. Elgammal, Chan-Su Lee: Learning a Joint Manifold Representation from Multiple Data Sets. ICPR 2010: 1068-1071

Ishani Chakraborty, Ahmed M. Elgammal: Object Localization by Propagating Connectivity via Superfeatures. ICPR 2010: 3069-3072

Qingshan Liu, Xuelong Li, Ahmed M. Elgammal, Xian-Sheng Hua, Dong Xu, Dacheng Tao: Introduction to computer vision and image understanding the special issue on video analysis. Computer Vision and Image Understanding 113(3): 317-318 (2009)

Chan-Su Lee, Ahmed M. Elgammal: Dynamic shape outlier detection for human locomotion. Computer Vision and Image Understanding 113(3): 332-344 (2009)

Ahmed M. Elgammal, Chan-Su Lee: Tracking People on a Torus. IEEE Trans. Pattern Anal. Mach. Intell. 31(3): 520-538 (2009)

Ishani Chakraborty, Ahmed M. Elgammal: Contour Segment Matching by Integrating Intra and Inter Shape Cues of Objects. BMVC 2009: 1-10

Ahmed M. Elgammal: Gait Recognition, Motion Analysis for. Encyclopedia of Biometrics 2009: 639-646

Ahmed M. Elgammal, Crystal Muang, Dunxu Hu: Skin Detection. Encyclopedia of Biometrics 2009: 1218-1224

Zhipeng Zhao, Ahmed M. Elgammal: Information Theoretic Key Frame Selection for Action Recognition. BMVC 2008: 1-10

Toufiq Parag, Fatih Porikli, Ahmed M. Elgammal: Boosting adaptive linear weak classifiers for online learning and tracking. CVPR 2008

Zhipeng Zhao, Ahmed M. Elgammal: Spatiotemporal pyramid representation for recognition of facial expressions and hand gestures. FG 2008: 1-6

Ishani Chakraborty, Ahmed M. Elgammal: Object localization using affine invariant substructure constraints. ICPR 2008: 1-5

Zhipeng Zhao, Ahmed M. Elgammal: Human activity recognition from frame's spatiotemporal representation. ICPR 2008: 1-4

Ahmed M. Elgammal, Chan-Su Lee: Nonlinear manifold learning for dynamic shape and dynamic appearance. Computer Vision and Image Understanding 106(1): 31-46 (2007)

Zhipeng Zhao, Akshay Vashist, Ahmed M. Elgammal, Ilya B. Muchnik, Casimir A. Kulikowski: Combinatorial and statistical methods for part selection for object recognition. Int. J. Comput. Math. 84(9): 1285-1297 (2007)

Chan-Su Lee, Ahmed M. Elgammal: Modeling View and Posture Manifolds for Tracking. ICCV 2007: 1-8

Chan-Su Lee, Ahmed M. Elgammal, Dimitris N. Metaxas: Nonlinear Dynamic Shape and Appearance Models for Facial Motion Tracking. PSIVT 2007: 205-220

Ahmed M. Elgammal, Bodo Rosenhahn, Reinhard Klette (Eds.): Human Motion - Understanding, Modeling, Capture and Animation, Second Workshop, Human Motion 2007, Rio de Janeiro, Brazil, October 20, 2007, Proceedings. Lecture Notes in Computer Science 4814, Springer 2007, isbn 978-3-540-75702-3

V. Shiv Naga Prasad, Larry S. Davis, Son Dinh Tran, Ahmed M. Elgammal: Edge affinity for pose-contour matching. Computer Vision and Image Understanding 104(1): 36-47 (2006)

Chan-Su Lee, Ahmed M. Elgammal: Carrying Object Detection Using Pose Preserving Dynamic Shape Models. AMDO 2006: 315-325

Chan-Su Lee, Ahmed M. Elgammal: Human Motion Synthesis by Motion Manifold Learning and Motion Primitive Segmentation. AMDO 2006: 464-473

Toufiq Parag, Ahmed M. Elgammal: Unsupervised Learning of Boosted Tree Classifier Using Graph Cuts for Hand Pose Recognition. BMVC 2006: 1259-1268

Toufiq Parag, Ahmed M. Elgammal, Anurag Mittal: A Framework for Feature Selection for Background Subtraction. CVPR (2) 2006: 1916-1923

Chan-Su Lee, Ahmed M. Elgammal: Homeomorphic Manifold Analysis: Learning Decomposable Generative Models for Human Motion Analysis. WDV 2006: 100-114

Ramana Isukapalli, Ahmed M. Elgammal, Russell Greiner: Learning to Detect Objects of Many Classes Using Binary Classifiers. ECCV (1) 2006: 352-364

Ramana Isukapalli, Ahmed M. Elgammal, Russell Greiner: Learning to Identify Facial Expression During Detection Using Markov Decision Process. FG 2006: 305-310

Chan-Su Lee, Ahmed M. Elgammal: Gait Tracking and Recognition Using Person-Dependent Dynamic Shape Model. FG 2006: 553-559

Chan-Su Lee, Ahmed M. Elgammal, Dimitris N. Metaxas: Synthesis and Control of High Resolution Facial Expressions for Visual Interactions. ICME 2006: 65-68

Ramana Isukapalli, Ahmed M. Elgammal, Russell Greiner: Learning Policies for Efficiently Identifying Objects of Many Classes. ICPR (3) 2006: 356-361

Chan-Su Lee, Ahmed M. Elgammal: Simultaneous Inference of View and Body Pose using Torus Manifolds. ICPR (3) 2006: 489-494

Chan-Su Lee, Ahmed M. Elgammal: Nonlinear Shape and Appearance Models for Facial Expression Analysis and Synthesis. ICPR (1) 2006: 497-502

Zhipeng Zhao, Ahmed M. Elgammal: A Statistically Selected Part-Based Probabilistic Model for Object Recognition. IWICPAS 2006: 95-104

Ishan Awasthi, Ahmed M. Elgammal: Learning nonlinear manifolds of dynamic textures. VISAPP (1) 2006: 243-250

Chan-Su Lee, Ahmed M. Elgammal: Facial Expression Analysis Using Nonlinear Decomposable Generative Models. AMFG 2005: 17-31

Ramana Isukapalli, Ahmed M. Elgammal, Russell Greiner: Learning a Dynamic Classification Method to Detect Faces and Identify Facial Expression. AMFG 2005: 70-84

Chan-Su Lee, Ahmed M. Elgammal: Towards Scalable View-Invariant Gait Recognition: Multilinear Analysis for Gait. AVBPA 2005: 395-405

Chan-Su Lee, Ahmed M. Elgammal: Style Adaptive Bayesian Tracking Using Explicit Manifold Learning. BMVC 2005

Ahmed M. Elgammal: Learning to Track: Conceptual Manifold Map for Closed-Form Tracking. CVPR (1) 2005: 724-730

Yang Wang, Xiaolei Huang, Chan-Su Lee, Song Zhang, Zhiguo Li, Dimitris Samaras, Dimitris N. Metaxas, Ahmed M. Elgammal, Peisen Huang: High Resolution Acquisition, Learning and Transfer of Dynamic 3D Facial Expressions. Comput. Graph. Forum 23(3): 677-686 (2004)

Ahmed M. Elgammal, Chan-Su Lee: Separating Style and Content on a Nonlinear Manifold. CVPR (1) 2004: 478-485

Ahmed M. Elgammal, Chan-Su Lee: Inferring 3D Body Pose from Silhouettes Using Activity Manifold Learning. CVPR (2) 2004: 681-688

Chan-Su Lee, Ahmed M. Elgammal: Gait Style and Gait Content: Bilinear Models for Gait Recognition Using Gait Re-sampling. FGR 2004: 147-152

Vinay D. Shet, V. Shiv Naga Prasad, Ahmed M. Elgammal, Yaser Yacoob, Larry S. Davis: Multi-Cue Exemplar-Based Nonparametric Model for Gesture Recognition. ICVGIP 2004: 656-662

Ahmed M. Elgammal, Ramani Duraiswami, Larry S. Davis: Efficient Kernel Density Estimation Using the Fast Gauss Transform with Applications to Color Modeling and Tracking. IEEE Trans. Pattern Anal. Mach. Intell. 25(11): 1499-1504 (2003)

Ser-Nam Lim, Larry S. Davis, Ahmed M. Elgammal: A Scalable Image-Based Multi-Camera Visual Surveillance System. AVSS 2003: 205-212

Ahmed M. Elgammal, Vinay D. Shet, Yaser Yacoob, Larry S. Davis: Learning Dynamics for Exemplar-based Gesture Recognition . CVPR (1) 2003: 571-578

Ahmed M. Elgammal, Ramani Duraiswami, Larry S. Davis: Probabilistic Tracking in Joint Feature-Spatial Spaces. CVPR (1) 2003: 781-788

Ser-Nam Lim, Ahmed M. Elgammal, Larry S. Davis: Image-based pan-tilt camera control in a multi-camera surveillance environment. ICME 2003: 645-648

Ahmed M. Elgammal, Vhay Shet, Yaser Yacoob, Larry S. Davis: Gesture recognition using a probabilistic framework for pose matching. ICARCV 2002: 763-769

Ahmed M. Elgammal, Ramani Duraiswami, Larry S. Davis: Efficient Non-Parametric Adaptive Color Modeling Using Fast Gauss Transform. CVPR (2) 2001: 563-570

Ahmed M. Elgammal, Larry S. Davis: Probabilistic Framework for Segmenting People Under Occlusion. ICCV 2001: 145-152

Ahmed M. Elgammal, Mohamed A. Ismail: A Graph-Based Segmentation and Feature-Extraction Framework for Arabic Text Recognition. ICDAR 2001: 622-626

Ahmed M. Elgammal, Mohamed A. Ismail: Techniques for Language Identification for Hybrid Arabic-English Document Images. ICDAR 2001: 1100-1104

Ahmed M. Elgammal, David Harwood, Larry S. Davis: Non-parametric Model for Background Subtraction. ECCV (2) 2000: 751-767

Mohamed Abdel-Mottaleb, Ahmed M. Elgammal: Face Detection in Complex Environments from Color Images. ICIP (3) 1999: 622-626