Ahmed M. Elgammal

According to our database1, Ahmed M. Elgammal authored at least 170 papers between 1999 and 2020.

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Bibliography

2020
TIME: Text and Image Mutual-Translation Adversarial Networks.
CoRR, 2020

Sketch-to-Art: Synthesizing Stylized Art Images From Sketches.
CoRR, 2020

ULMFiT replication.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

OOGAN: Disentangling GAN with One-Hot Sampling and Orthogonal Regularization.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
2nd Place Solution to the GQA Challenge 2019.
CoRR, 2019

Learning Feature-to-Feature Translator by Alternating Back-Propagation for Zero-Shot Learning.
CoRR, 2019

Graphical Contrastive Losses for Scene Graph Generation.
CoRR, 2019

Learning where to look: Semantic-Guided Multi-Attention Localization for Zero-Shot Learning.
CoRR, 2019

Semantic-Guided Multi-Attention Localization for Zero-Shot Learning.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Learning Feature-to-Feature Translator by Alternating Back-Propagation for Generative Zero-Shot Learning.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Computational Analysis of Content in Fine Art Paintings.
Proceedings of the Tenth International Conference on Computational Creativity, 2019

Graphical Contrastive Losses for Scene Graph Parsing.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Large-Scale Visual Relationship Understanding.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
An Interpretable Model for Scene Graph Generation.
CoRR, 2018

Introduction to the 1st Place Winning Model of OpenImages Relationship Detection Challenge.
CoRR, 2018

Finding Principal Semantics of Style in Art.
Proceedings of the 12th IEEE International Conference on Semantic Computing, 2018

Disconnected Manifold Learning for Generative Adversarial Networks.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

A Generative Adversarial Approach for Zero-Shot Learning From Noisy Texts.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

The Shape of Art History in the Eyes of the Machine.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Picasso, Matisse, or a Fake? Automated Analysis of Drawings at the Stroke Level for Attribution and Authentication.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Modeling depth for nonparametric foreground segmentation using RGBD devices.
Pattern Recognit. Lett., 2017

Write a Classifier: Predicting Visual Classifiers from Unstructured Text.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

On the effect of hyperedge weights on hypergraph learning.
Image Vis. Comput., 2017

Imagine it for me: Generative Adversarial Approach for Zero-Shot Learning from Noisy Texts.
CoRR, 2017

Overlapping Cover Local Regression Machines.
CoRR, 2017

A Multilayer-Based Framework for Online Background Subtraction with Freely Moving Cameras.
Proceedings of the IEEE International Conference on Computer Vision, 2017

CAN: Creative Adversarial Networks, Generating "Art" by Learning About Styles and Deviating from Style Norms.
Proceedings of the Eighth International Conference on Computational Creativity, 2017

Relationship Proposal Networks.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Link the Head to the "Beak": Zero Shot Learning from Noisy Text Description at Part Precision.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Sherlock: Scalable Fact Learning in Images.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Collaborative Graph Embedding: A Simple Way to Generally Enhance Subspace Learning Algorithms.
IEEE Trans. Circuits Syst. Video Techn., 2016

Learning representations from multiple manifolds.
Pattern Recognit., 2016

Toward automated discovery of artistic influence.
Multim. Tools Appl., 2016

Text to multi-level MindMaps - A novel method for hierarchical visual abstraction of natural language text.
Multim. Tools Appl., 2016

Supervised Dimensionality Reduction via Distance Correlation Maximization.
CoRR, 2016

Learning Kernels for Structured Prediction using Polynomial Kernel Transformations.
CoRR, 2016

The Role of Typicality in Object Classification: Improving The Generalization Capacity of Convolutional Neural Networks.
CoRR, 2016

Write a Classifier: Predicting Visual Classifiers from Unstructured Text Descriptions.
CoRR, 2016

Digging Deep into the Layers of CNNs: In Search of How CNNs Achieve View Invariance.
Proceedings of the 4th International Conference on Learning Representations, 2016

Manifold-Kernels Comparison in MKPLS for Visual Speech Recognition.
CoRR, 2016

Modelling depth for nonparametric foreground segmentation using RGBD devices.
CoRR, 2016

Joint object recognition and pose estimation using a nonlinear view-invariant latent generative model.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Incorporating Prototype Theory in Convolutional Neural Networks.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

A Comparative Analysis and Study of Multiview CNN Models for Joint Object Categorization and Pose Estimation.
Proceedings of the 33nd International Conference on Machine Learning, 2016

SPDA-CNN: Unifying Semantic Part Detection and Abstraction for Fine-Grained Recognition.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Automatic Annotation of Structured Facts in Images.
Proceedings of the 5th Workshop on Vision and Language, 2016

Toward a Taxonomy and Computational Models of Abnormalities in Images.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Zero-Shot Event Detection by Multimodal Distributional Semantic Embedding of Videos.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Skin Detection.
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Gait Recognition, Motion Analysis for.
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Cross-Speed Gait Recognition Using Speed-Invariant Gait Templates and Globality-Locality Preserving Projections.
IEEE Trans. Inf. Forensics Secur., 2015

Satellite recognition and pose estimation using homeomorphic manifold analysis.
IEEE Trans. Aerosp. Electron. Syst., 2015

Generalized Twin Gaussian processes using Sharma-Mittal divergence.
Mach. Learn., 2015

Factorization of view-object manifolds for joint object recognition and pose estimation.
Comput. Vis. Image Underst., 2015

From circle to 3-sphere: Head pose estimation by instance parameterization.
Comput. Vis. Image Underst., 2015

Large-scale Classification of Fine-Art Paintings: Learning The Right Metric on The Right Feature.
CoRR, 2015

Tell and Predict: Kernel Classifier Prediction for Unseen Visual Classes from Unstructured Text Descriptions.
CoRR, 2015

Convolutional Models for Joint Object Categorization and Pose Estimation.
CoRR, 2015

Sherlock: Modeling Structured Knowledge in Images.
CoRR, 2015

Unbalanced graph-based transduction on superpixels for automatic cervigram image segmentation.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Iterative Embedding with Robust Correction using Feedback of Error Observed.
Proceedings of the 4th Workshop on Machine Learning for Interactive Systems, 2015

Weather classification with deep convolutional neural networks.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

A Unified Framework for Painting Classification.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Quantifying Creativity in Art Networks.
Proceedings of the Sixth International Conference on Computational Creativity, Park City, Utah, USA, June 29, 2015

Learning Hypergraph-regularized Attribute Predictors.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Overlapping Domain Cover for Scalable and Accurate Regression Kernel Machines.
Proceedings of the British Machine Vision Conference 2015, 2015

Visual Classifier Prediction by Distributional Semantic Embedding of Text Descriptions.
Proceedings of the Fourth Workshop on Vision and Language, 2015

A Bayesian Approach to Perceptual 3D Object-Part Decomposition Using Skeleton-Based Representations.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Background Subtraction: Theory and Practice
Synthesis Lectures on Computer Vision, Morgan & Claypool Publishers, 2014

The Digital Humanities Unveiled: Perceptions Held by Art Historians and Computer Scientists about Computer Vision Technology.
CoRR, 2014

Abnormal Object Recognition: A Comprehensive Study.
CoRR, 2014

Text to Multi-level MindMaps: A New Way for Interactive Visualization and Summarization of Natural Language Text.
CoRR, 2014

Design of a vision-based autonomous robot for street navigation.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Hierarchical Semantic Hashing: Visual Localization from Buildings on Maps.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Spatial-Visual Label Propagation for Local Feature Classification.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Improving non-negative matrix factorization via ranking its bases.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Knowledge Discovery of Artistic Influences: A Metric Learning Approach.
Proceedings of the Fifth International Conference on Computational Creativity, 2014

Computational Beauty: Aesthetic Judgment at the Intersection of Art and Science.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Untangling Object-View Manifold for Multiview Recognition and Pose Estimation.
Proceedings of the Computer Vision - ECCV 2014, 2014

Simultaneous Twin Kernel Learning Using Polynomial Transformations for Structured Prediction.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Globality-Locality Preserving Projections for Biometric Data Dimensionality Reduction.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Homeomorphic Manifold Analysis (HMA): Generalized separation of style and content on manifolds.
Image Vis. Comput., 2013

Visual-Semantic Scene Understanding by Sharing Labels in a Context Network.
CoRR, 2013

An Early Framework for Determining Artistic Influence.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2013, 2013

Online Motion Segmentation Using Dynamic Label Propagation.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Write a Classifier: Zero-Shot Learning Using Purely Textual Descriptions.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Video based activity recognition in trauma resuscitation.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Object-Centric Anomaly Detection by Attribute-Based Reasoning.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

MultiClass Object Classification in Video Surveillance Systems - Experimental Study.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

MKPLS: Manifold Kernel Partial Least Squares for Lipreading and Speaker Identification.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Learning Speed Invariant Gait Template via Thin Plate Spline Kernel Manifold Fitting.
Proceedings of the British Machine Vision Conference, 2013

Joint Object and Pose Recognition Using Homeomorphic Manifold Analysis.
Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012
Style adaptive contour tracking of human gait using explicit manifold models.
Mach. Vis. Appl., 2012

English2MindMap: An Automated System for MindMap Generation from English Text.
Proceedings of the 2012 IEEE International Symposium on Multimedia, 2012

Satellite image based precise robot localization on sidewalks.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

Segmentation of occluded sidewalks in satellite images.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Single axis relative rotation from orthogonal lines.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Video figure ground labeling.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Towards automated classification of fine-art painting style: A comparative study.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Online Moving Camera Background Subtraction.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
Learning Hypergraph Labeling for Feature Matching
CoRR, 2011

The cyber-physical bike: a step towards safer green transportation.
Proceedings of the 12th Workshop on Mobile Computing Systems and Applications, 2011

Higher Order Markov Networks for Model Estimation.
Proceedings of the Advances in Visual Computing - 7th International Symposium, 2011

A framework for global vehicle localization using stereo images and satellite and road maps.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Regression from local features for viewpoint and pose estimation.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Supervised hypergraph labeling.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Line-based relative pose estimation.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Figure-Ground Segmentation - Pixel-Based.
Proceedings of the Visual Analysis of Humans - Looking at People., 2011

2010
Dynamic Shape Style Analysis: Bilinear and Multilinear Human Identification with Temporal Normalization.
Int. J. Pattern Recognit. Artif. Intell., 2010

Coupled Visual and Kinematic Manifold Models for Tracking.
Int. J. Comput. Vis., 2010

Learning a Joint Manifold Representation from Multiple Data Sets.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Object Localization by Propagating Connectivity via Superfeatures.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

One-shot multi-set non-rigid feature-spatial matching.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Putting local features on a manifold.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Skin Detection.
Proceedings of the Encyclopedia of Biometrics, 2009

Gait Recognition, Motion Analysis for.
Proceedings of the Encyclopedia of Biometrics, 2009

Tracking People on a Torus.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Introduction to computer vision and image understanding the special issue on video analysis.
Comput. Vis. Image Underst., 2009

Dynamic shape outlier detection for human locomotion.
Comput. Vis. Image Underst., 2009

Contour Segment Matching by Integrating Intra and Inter Shape Cues of Objects.
Proceedings of the British Machine Vision Conference, 2009

2008
Human activity recognition from frame's spatiotemporal representation.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Object localization using affine invariant substructure constraints.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Spatiotemporal pyramid representation for recognition of facial expressions and hand gestures.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

Boosting adaptive linear weak classifiers for online learning and tracking.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Information Theoretic Key Frame Selection for Action Recognition.
Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008

2007
Combinatorial and statistical methods for part selection for object recognition.
Int. J. Comput. Math., 2007

Nonlinear manifold learning for dynamic shape and dynamic appearance.
Comput. Vis. Image Underst., 2007

Nonlinear Dynamic Shape and Appearance Models for Facial Motion Tracking.
Proceedings of the Advances in Image and Video Technology, Second Pacific Rim Symposium, 2007

Modeling View and Posture Manifolds for Tracking.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

2006
Edge affinity for pose-contour matching.
Comput. Vis. Image Underst., 2006

Indoor Localization Using Camera Phones.
Proceedings of the Seventh IEEE Workshop on Mobile Computing Systems & Applications: Supplement, 2006

Learning nonlinear manifolds of dynamic textures.
Proceedings of the VISAPP 2006: Proceedings of the First International Conference on Computer Vision Theory and Applications, 2006

A Statistically Selected Part-Based Probabilistic Model for Object Recognition.
Proceedings of the Advances in Machine Vision, 2006

Simultaneous Inference of View and Body Pose using Torus Manifolds.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Nonlinear Shape and Appearance Models for Facial Expression Analysis and Synthesis.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Learning Policies for Efficiently Identifying Objects of Many Classes.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Synthesis and Control of High Resolution Facial Expressions for Visual Interactions.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Gait Tracking and Recognition Using Person-Dependent Dynamic Shape Model.
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006

Learning to Identify Facial Expression During Detection Using Markov Decision Process.
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006

Homeomorphic Manifold Analysis: Learning Decomposable Generative Models for Human Motion Analysis.
Proceedings of the Dynamical Vision, ICCV 2005 and ECCV 2006 Workshops, 2006

Learning to Detect Objects of Many Classes Using Binary Classifiers.
Proceedings of the Computer Vision, 2006

The Role of Manifold Learning in Human Motion Analysis.
Proceedings of the Human Motion, Understanding, Modelling, Capture, and Animation [Dagstuhl Seminar, 11.06., 2006

Discriminative Patch Selection using Combinatorial and Statistical Models for Patch-Based Object Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

A Framework for Feature Selection for Background Subtraction.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Unsupervised Learning of Boosted Tree Classifier Using Graph Cuts for Hand Pose Recognition.
Proceedings of the British Machine Vision Conference 2006, 2006

Human Motion Synthesis by Motion Manifold Learning and Motion Primitive Segmentation.
Proceedings of the Articulated Motion and Deformable Objects, 4th International Conference, 2006

Carrying Object Detection Using Pose Preserving Dynamic Shape Models.
Proceedings of the Articulated Motion and Deformable Objects, 4th International Conference, 2006

2005
Learning to Track: Conceptual Manifold Map for Closed-Form Tracking.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Style Adaptive Bayesian Tracking Using Explicit Manifold Learning.
Proceedings of the British Machine Vision Conference 2005, Oxford, UK, September 2005, 2005

Towards Scalable View-Invariant Gait Recognition: Multilinear Analysis for Gait.
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2005

Facial Expression Analysis Using Nonlinear Decomposable Generative Models.
Proceedings of the Analysis and Modelling of Faces and Gestures, 2005

Learning a Dynamic Classification Method to Detect Faces and Identify Facial Expression.
Proceedings of the Analysis and Modelling of Faces and Gestures, 2005

2004
High Resolution Acquisition, Learning and Transfer of Dynamic 3D Facial Expressions.
Comput. Graph. Forum, 2004

Multi-Cue Exemplar-Based Nonparametric Model for Gesture Recognition.
Proceedings of the ICVGIP 2004, 2004

Gait Style and Gait Content: Bilinear Models for Gait Recognition Using Gait Re-sampling.
Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004

Inferring 3D Body Pose from Silhouettes Using Activity Manifold Learning.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

Separating Style and Content on a Nonlinear Manifold.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

Nonlinear Generative Models for Dynamic Shape and Dynamic Appearance.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

2003
Efficient Kernel Density Estimation Using the Fast Gauss Transform with Applications to Color Modeling and Tracking.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

Image-based pan-tilt camera control in a multi-camera surveillance environment.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Learning Dynamics for Exemplar-based Gesture Recognition .
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

Probabilistic Tracking in Joint Feature-Spatial Spaces.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

A Scalable Image-Based Multi-Camera Visual Surveillance System.
Proceedings of the 2003 IEEE Conference on Advanced Video and Signal Based Surveillance (AVSS 2003), 2003

2002
Gesture recognition using a probabilistic framework for pose matching.
Proceedings of the Seventh International Conference on Control, 2002

2001
Techniques for Language Identification for Hybrid Arabic-English Document Images.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

A Graph-Based Segmentation and Feature-Extraction Framework for Arabic Text Recognition.
Proceedings of the 6th International Conference on Document Analysis and Recognition (ICDAR 2001), 2001

Probabilistic Framework for Segmenting People Under Occlusion.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Efficient Non-Parametric Adaptive Color Modeling Using Fast Gauss Transform.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000
Non-parametric Model for Background Subtraction.
Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000

1999
Face Detection in Complex Environments from Color Images.
Proceedings of the 1999 International Conference on Image Processing, 1999


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