Ahmed M. Elgammal

ORCID

Publication Activity (10 Years)

Years Active: 1999-2018
Publications (10 Years): 55

Top Venues

Publications

Ji Zhang, Yannis Kalantidis, Marcus Rohrbach, Manohar Paluri, Ahmed M. Elgammal, Mohamed Elhoseiny
Large-Scale Visual Relationship Understanding. CoRR (2018)
Ahmed M. Elgammal, Marian Mazzone, Bingchen Liu, Diana Kim, Mohamed Elhoseiny
The Shape of Art History in the Eyes of the Machine. CoRR (2018)
Ji Zhang, Mohamed Elhoseiny, Scott Cohen, Walter Chang, Ahmed M. Elgammal
Relationship Proposal Networks. CVPR (2017)
Ahmed M. Elgammal, Bingchen Liu, Mohamed Elhoseiny, Marian Mazzone
CAN: Creative Adversarial Networks, Generating "Art" by Learning About Styles and Deviating from Style Norms. ICCC (2017)
Mohamed Elhoseiny, Yizhe Zhu, Han Zhang, Ahmed M. Elgammal
Link the Head to the "Beak": Zero Shot Learning from Noisy Text Description at Part Precision. CVPR (2017)
Yizhe Zhu, Ahmed M. Elgammal
A Multilayer-Based Framework for Online Background Subtraction with Freely Moving Cameras. ICCV (2017)
Mohamed Elhoseiny, Ahmed M. Elgammal, Babak Saleh
Write a Classifier: Predicting Visual Classifiers from Unstructured Text. IEEE Trans. Pattern Anal. Mach. Intell. 39 (12) (2017)
Ahmed M. Elgammal, Bingchen Liu, Mohamed Elhoseiny, Marian Mazzone
CAN: Creative Adversarial Networks, Generating "Art" by Learning About Styles and Deviating from Style Norms. CoRR (2017)
Yizhe Zhu, Ahmed M. Elgammal
A Multilayer-Based Framework for Online Background Subtraction with Freely Moving Cameras. CoRR (2017)
Mohamed Elhoseiny, Ahmed M. Elgammal
Overlapping Cover Local Regression Machines. CoRR (2017)
Mohamed Elhoseiny, Yizhe Zhu, Han Zhang, Ahmed M. Elgammal
Link the head to the "beak": Zero Shot Learning from Noisy Text Description at Part Precision. CoRR (2017)
Mohamed Elhoseiny, Scott Cohen, Walter Chang, Brian L. Price, Ahmed M. Elgammal
Sherlock: Scalable Fact Learning in Images. AAAI (2017)
Sheng Huang, Ahmed M. Elgammal, Dan Yang
On the effect of hyperedge weights on hypergraph learning. Image Vis. Comput. 57 (2017)
Yizhe Zhu, Mohamed Elhoseiny, Bingchen Liu, Ahmed M. Elgammal
Imagine it for me: Generative Adversarial Approach for Zero-Shot Learning from Noisy Texts. CoRR (2017)
Mohamed Elhoseiny, Tarek El-Gaaly, Amr Bakry, Ahmed M. Elgammal
A Comparative Analysis and Study of Multiview CNN Models for Joint Object Categorization and Pose Estimation. ICML (2016)
Praneeth Vepakomma, Chetan Tonde, Ahmed M. Elgammal
Supervised Dimensionality Reduction via Distance Correlation Maximization. CoRR (2016)
Chan-Su Lee, Ahmed M. Elgammal, Marwan Torki
Learning representations from multiple manifolds. Pattern Recognit. 50 (2016)
Babak Saleh, Ahmed M. Elgammal, Jacob Feldman, Ali Farhadi
Toward a Taxonomy and Computational Models of Abnormalities in Images. AAAI (2016)
Amr Bakry, Ahmed M. Elgammal
Manifold-Kernels Comparison in MKPLS for Visual Speech Recognition. CoRR (2016)
Babak Saleh, Ahmed M. Elgammal, Jacob Feldman
Incorporating Prototype Theory in Convolutional Neural Networks. IJCAI (2016)
Mohamed Elhoseiny, Ahmed M. Elgammal
Text to multi-level MindMaps - A novel method for hierarchical visual abstraction of natural language text. Multim. Tools Appl. 75 (8) (2016)
Mohamed Elhoseiny, Ahmed M. Elgammal, Babak Saleh
Write a Classifier: Predicting Visual Classifiers from Unstructured Text Descriptions. CoRR (2016)
Amr Bakry, Tarek El-Gaaly, Mohamed Elhoseiny, Ahmed M. Elgammal
Joint object recognition and pose estimation using a nonlinear view-invariant latent generative model. WACV (2016)
Babak Saleh, Ahmed M. Elgammal, Jacob Feldman
The Role of Typicality in Object Classification: Improving The Generalization Capacity of Convolutional Neural Networks. CoRR (2016)
Mohamed Elhoseiny, Scott Cohen, Walter Chang, Brian L. Price, Ahmed M. Elgammal
Automatic Annotation of Structured Facts in Images. CoRR (2016)
Mohamed Elhoseiny, Jingen Liu, Hui Cheng, Harpreet S. Sawhney, Ahmed M. Elgammal
Zero-Shot Event Detection by Multimodal Distributional Semantic Embedding of Videos. AAAI (2016)
Mohamed Elhoseiny, Scott Cohen, Walter Chang, Brian L. Price, Ahmed M. Elgammal
Automatic Annotation of Structured Facts in Images. VL@ACL (2016)
Chetan Tonde, Ahmed M. Elgammal
Learning Kernels for Structured Prediction using Polynomial Kernel Transformations. CoRR (2016)
Han Zhang, Tao Xu, Mohamed Elhoseiny, Xiaolei Huang, Shaoting Zhang, Ahmed M. Elgammal, Dimitris N. Metaxas
SPDA-CNN: Unifying Semantic Part Detection and Abstraction for Fine-Grained Recognition. CVPR (2016)
Sheng Huang, Yu Yang, Dan Yang, Ahmed M. Elgammal, Dong Yang
Collaborative Graph Embedding: A Simple Way to Generally Enhance Subspace Learning Algorithms. IEEE Trans. Circuits Syst. Video Technol. 26 (10) (2016)
Amr Bakry, Mohamed Elhoseiny, Tarek El-Gaaly, Ahmed M. Elgammal
Digging Deep into the Layers of CNNs: In Search of How CNNs Achieve View Invariance. ICLR (Poster) (2016)
Babak Saleh, Kanako Abe, Ravneet Singh Arora, Ahmed M. Elgammal
Toward automated discovery of artistic influence. Multim. Tools Appl. 75 (7) (2016)
Mohamed Elhoseiny, Ahmed M. Elgammal
Visual Classifier Prediction by Distributional Semantic Embedding of Text Descriptions. VL@EMNLP (2015)
Mohamed Elhoseiny, Jingen Liu, Hui Cheng, Harpreet S. Sawhney, Ahmed M. Elgammal
Zero-Shot Event Detection by Multimodal Distributional Semantic Embedding of Videos. CoRR (2015)
Sheng Huang, Mohamed Elhoseiny, Ahmed M. Elgammal, Dan Yang
Learning Hypergraph-regularized Attribute Predictors. CVPR (2015)
Tarek El-Gaaly, Vicky Froyen, Ahmed M. Elgammal, Jacob Feldman, Manish Singh
A Bayesian Approach to Perceptual 3D Object-Part Decomposition Using Skeleton-Based Representations. AAAI (2015)
Babak Saleh, Ahmed M. Elgammal
Large-scale Classification of Fine-Art Paintings: Learning The Right Metric on The Right Feature. CoRR (2015)
Haopeng Zhang, Zhiguo Jiang, Ahmed M. Elgammal
Satellite recognition and pose estimation using homeomorphic manifold analysis. IEEE Trans. Aerosp. Electron. Syst. 51 (1) (2015)
Mohamed Elhoseiny, Ahmed M. Elgammal, Babak Saleh
Tell and Predict: Kernel Classifier Prediction for Unseen Visual Classes from Unstructured Text Descriptions. CoRR (2015)
Sheng Huang, Mingchen Gao, Dan Yang, Xiaolei Huang, Ahmed M. Elgammal, Xiaohong Zhang
Unbalanced graph-based transduction on superpixels for automatic cervigram image segmentation. ISBI (2015)
Xi Peng, Junzhou Huang, Qiong Hu, Shaoting Zhang, Ahmed M. Elgammal, Dimitris N. Metaxas
From circle to 3-sphere: Head pose estimation by instance parameterization. Comput. Vis. Image Underst. 136 (2015)
Mohamed Elhoseiny, Sheng Huang, Ahmed M. Elgammal
Weather classification with deep convolutional neural networks. ICIP (2015)
Praneeth Vepakomma, Ahmed M. Elgammal
Iterative Embedding with Robust Correction using Feedback of Error Observed. MLIS@ICML (2015)
Haopeng Zhang, Tarek El-Gaaly, Ahmed M. Elgammal, Zhiguo Jiang
Factorization of View-Object Manifolds for Joint Object Recognition and Pose Estimation. CoRR (2015)
Haopeng Zhang, Tarek El-Gaaly, Ahmed M. Elgammal, Zhiguo Jiang
Factorization of view-object manifolds for joint object recognition and pose estimation. Comput. Vis. Image Underst. 139 (2015)
Ahmed M. Elgammal, Babak Saleh
Quantifying Creativity in Art Networks. CoRR (2015)
Sheng Huang, Mohamed Elhoseiny, Ahmed M. Elgammal, Dan Yang
Learning Hypergraph-regularized Attribute Predictors. CoRR (2015)
Sheng Huang, Ahmed M. Elgammal, Jiwen Lu, Dan Yang
Cross-Speed Gait Recognition Using Speed-Invariant Gait Templates and Globality-Locality Preserving Projections. IEEE Trans. Inf. Forensics Secur. 10 (10) (2015)
Babak Saleh, Ahmed M. Elgammal, Jacob Feldman, Ali Farhadi
Toward a Taxonomy and Computational Models of Abnormalities in Images. CoRR (2015)
Mohamed Elhoseiny, Ahmed M. Elgammal
Overlapping Domain Cover for Scalable and Accurate Regression Kernel Machines. BMVC (2015)
Mohamed Elhoseiny, Tarek El-Gaaly, Amr Bakry, Ahmed M. Elgammal
Convolutional Models for Joint Object Categorization and Pose Estimation. CoRR (2015)
Babak Saleh, Ahmed M. Elgammal
A Unified Framework for Painting Classification. ICDM Workshops (2015)
Mohamed Elhoseiny, Scott Cohen, Walter Chang, Brian L. Price, Ahmed M. Elgammal
Sherlock: Modeling Structured Knowledge in Images. CoRR (2015)
Ahmed M. Elgammal, Babak Saleh
Quantifying Creativity in Art Networks. ICCC (2015)
Mohamed Elhoseiny, Ahmed M. Elgammal
Generalized Twin Gaussian processes using Sharma-Mittal divergence. Mach. Learn. 100 (2-3) (2015)
Emily L. Spratt, Ahmed M. Elgammal
Computational Beauty: Aesthetic Judgment at the Intersection of Art and Science. ECCV Workshops (1) (2014)
Sheng Huang, Mohamed Elhoseiny, Ahmed M. Elgammal, Dan Yang
Improving non-negative matrix factorization via ranking its bases. ICIP (2014)
Babak Saleh, Kanako Abe, Ravneet Singh Arora, Ahmed M. Elgammal
Toward Automated Discovery of Artistic Influence. CoRR (2014)
Emily L. Spratt, Ahmed M. Elgammal
Computational Beauty: Aesthetic Judgment at the Intersection of Art and Science. CoRR (2014)
Tarek El-Gaaly, Marwan Torki, Ahmed M. Elgammal
Spatial-Visual Label Propagation for Local Feature Classification. ICPR (2014)
Babak Saleh, Ali Farhadi, Ahmed M. Elgammal
Abnormal Object Recognition: A Comprehensive Study. CoRR (2014)
Mohamed Elhoseiny, Ahmed M. Elgammal
Text to Multi-level MindMaps: A New Way for Interactive Visualization and Summarization of Natural Language Text. CoRR (2014)
Mohamed Elhoseiny, Ahmed M. Elgammal
Generalized Twin Gaussian Processes using Sharma-Mittal Divergence. CoRR (2014)
Turgay Senlet, Ahmed M. Elgammal
Design of a vision-based autonomous robot for street navigation. SIU (2014)
Chetan Tonde, Ahmed M. Elgammal
Simultaneous Twin Kernel Learning Using Polynomial Transformations for Structured Prediction. CVPR (2014)
Turgay Senlet, Tarek El-Gaaly, Ahmed M. Elgammal
Hierarchical Semantic Hashing: Visual Localization from Buildings on Maps. ICPR (2014)
Amr Bakry, Ahmed M. Elgammal
Untangling Object-View Manifold for Multiview Recognition and Pose Estimation. ECCV (4) (2014)
Sheng Huang, Ahmed M. Elgammal, Luwen Huangfu, Dan Yang, Xiaohong Zhang
Globality-Locality Preserving Projections for Biometric Data Dimensionality Reduction. CVPR Workshops (2014)
Babak Saleh, Kanako Abe, Ahmed M. Elgammal
Knowledge Discovery of Artistic Influences: A Metric Learning Approach. ICCC (2014)
Emily L. Spratt, Ahmed M. Elgammal
The Digital Humanities Unveiled: Perceptions Held by Art Historians and Computer Scientists about Computer Vision Technology. CoRR (2014)
Sheng Huang, Ahmed M. Elgammal, Dan Yang
On The Effect of Hyperedge Weights On Hypergraph Learning. CoRR (2014)
Mohamed Elhoseiny, Amr Bakry, Ahmed M. Elgammal
MultiClass Object Classification in Video Surveillance Systems - Experimental Study. CVPR Workshops (2013)
Amr Bakry, Ahmed M. Elgammal
MKPLS: Manifold Kernel Partial Least Squares for Lipreading and Speaker Identification. CVPR (2013)
Mohamed Elhoseiny, Babak Saleh, Ahmed M. Elgammal
Write a Classifier: Zero-Shot Learning Using Purely Textual Descriptions. ICCV (2013)
Ahmed M. Elgammal, Chan-Su Lee
Homeomorphic Manifold Analysis (HMA): Generalized separation of style and content on manifolds. Image Vis. Comput. 31 (4) (2013)
Ishani Chakraborty, Ahmed M. Elgammal, Randall S. Burd
Video based activity recognition in trauma resuscitation. FG (2013)
Sheng Huang, Ahmed M. Elgammal, Dan Yang
Learning Speed Invariant Gait Template via Thin Plate Spline Kernel Manifold Fitting. BMVC (2013)
Babak Saleh, Ali Farhadi, Ahmed M. Elgammal
Object-Centric Anomaly Detection by Attribute-Based Reasoning. CVPR (2013)
Kanako Abe, Babak Saleh, Ahmed M. Elgammal
An Early Framework for Determining Artistic Influence. ICIAP Workshops (2013)
Ishani Chakraborty, Ahmed M. Elgammal
Visual-Semantic Scene Understanding by Sharing Labels in a Context Network. CoRR (2013)
Haopeng Zhang, Tarek El-Gaaly, Ahmed M. Elgammal, Zhiguo Jiang
Joint Object and Pose Recognition Using Homeomorphic Manifold Analysis. AAAI (2013)
Ali Elqursh, Ahmed M. Elgammal
Online Motion Segmentation Using Dynamic Label Propagation. ICCV (2013)
Ravneet Singh Arora, Ahmed M. Elgammal
Towards automated classification of fine-art painting style: A comparative study. ICPR (2012)
Turgay Senlet, Ahmed M. Elgammal
Segmentation of occluded sidewalks in satellite images. ICPR (2012)
Ali Elqursh, Ahmed M. Elgammal
Online Moving Camera Background Subtraction. ECCV (6) (2012)
Ali Elqursh, Ahmed M. Elgammal
Single axis relative rotation from orthogonal lines. ICPR (2012)
Ali Elqursh, Ahmed M. Elgammal
Video figure ground labeling. ICPR (2012)
Chan-Su Lee, Ahmed M. Elgammal
Style adaptive contour tracking of human gait using explicit manifold models. Mach. Vis. Appl. 23 (3) (2012)
Turgay Senlet, Ahmed M. Elgammal
Satellite image based precise robot localization on sidewalks. ICRA (2012)
Mohamed Elhoseiny, Ahmed M. Elgammal
English2MindMap: An Automated System for MindMap Generation from English Text. ISM (2012)
Marwan Torki, Ahmed M. Elgammal
Regression from local features for viewpoint and pose estimation. ICCV (2011)
Ali Elqursh, Ahmed M. Elgammal
Line-based relative pose estimation. CVPR (2011)
Stephen Smaldone, Chetan Tonde, Vancheswaran K. Ananthanarayanan, Ahmed M. Elgammal, Liviu Iftode
The cyber-physical bike: a step towards safer green transportation. HotMobile (2011)
Toufiq Parag, Ahmed M. Elgammal
Higher Order Markov Networks for Model Estimation. ISVC (1) (2011)
Toufiq Parag, Ahmed M. Elgammal
Supervised hypergraph labeling. CVPR (2011)
Toufiq Parag, Vladimir Pavlovic, Ahmed M. Elgammal
Learning Hypergraph Labeling for Feature Matching CoRR (2011)
Turgay Senlet, Ahmed M. Elgammal
A framework for global vehicle localization using stereo images and satellite and road maps. ICCV Workshops (2011)
Chan-Su Lee, Ahmed M. Elgammal
Dynamic Shape Style Analysis: Bilinear and Multilinear Human Identification with Temporal Normalization. Int. J. Pattern Recognit. Artif. Intell. 24 (7) (2010)
Marwan Torki, Ahmed M. Elgammal
One-shot multi-set non-rigid feature-spatial matching. CVPR (2010)
Chan-Su Lee, Ahmed M. Elgammal
Coupled Visual and Kinematic Manifold Models for Tracking. Int. J. Comput. Vis. 87 (1-2) (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ahmed M. Elgammal