[Publications
arranged by topics - click here
(Out of date)]
Selected
Publications arranged by date:
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2014 |
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S. Huang, A. Elgammal, M. Elhoseiny, D. Yang, X. Zhang “Improving Non-Negative Matrix Factorization via Ranking Its Bases”, ICIP 2014 |
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E. L. Spratt and A. Elgammal “Computational Beauty: Aesthetic Judgment at the Intersection of Art and Science” When Vision Meets Art (VisArt) Workshop 2014 [PDF] |
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B. Saleh, K. Abe, R. Arora, A. Elgammal “Toward Automated Discovery of Artistic Influence” Multimedia Tools and Applications – Springer – 2014 [PDF] |
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T. Senlet, T. El-Gaaly, A. Elgammal, “Hierarchical Semantic Hashing: Visual Localization from Buildings on Maps” ICPR 2014 [PDF] |
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T. El-Gaaly, M. Torki, A. Elgammal “Spatial-Visual Label Propagation for Local Feature Classification” ICPR 2014. [PDF] |
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A. Bakry and A. Elgammal “Untangling Object-View Manifold for Multiview Recognition and Pose Estimation” ECCV 2014 [PDF] |
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C. Tonde and A. Elgammal “Simultaneous Twin Kernel Learning using Polynomial Transformations for Structured Prediction” CVPR 2014 [PDF] |
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B. Saleh, K. Abe and A. Elgammal “Knowledge Discovery of Artistic Influences: A Metric Learning Approach” ICCC 2014 [PDF] |
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2013 |
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A. Elqursh and A.
Elgammal Online Motion
Segmentation using Dynamic Label Propagation” ICCV 2013 [PDF] |
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M. Elhoseiny, B. Saleh, and A.Elgammal
“Write a
Classifier: Zero Shot Learning Using Purely Textual Descriptions” ICCV 2013 [PDF] |
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Haopeng Zhang,
Zhiguo Jiang, and Ahmed Elgammal “Vision-Based
Pose Estimation for Cooperative Space Objects”, Acta Astronautica
Volume 91, October–November 2013 |
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Sheng Huang,
Ahmed Elgammal, and Dan Yang “Learning Speed
Invariant Gait Template via Thin Plate Spline Kernel Manifold Fitting” BMVC 2013 |
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Haopeng Zhang,
Tarek El-Gaaly, Ahmed Elgammal, Zhiguo Jiang “Joint Object and
Pose Recognition Using Homeomorphic Manifold Analysis” AAAI 2013 [PDF] |
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B. Saleh, A.
Farhadi, A. Elgammal “Object-Centric
Anomaly Detection by Attribute-Based Reasoning” CVPR 2013 [PDF] |
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A. Bakry, A.
Elgammal “Manifold Kernel
Partial Least Squares for Lipreading and Speaker identification” CVPR 2013 [PDF] |
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A. Elgammal and
C.-S Lee “Homeomorphic
Manifold Analysis (HMA): Generalized Separation of Style and Content on
Manifolds”, Image and Vision
Computing Journal, April 2013 - Editor Choice Article [PDF] |
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I. Chakraborty,
A. Elgammal, and R. Burd “Video based
Activity Recognition in Trauma Resuscitation” FG 2013 |
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2012 |
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T. Senlet and A.
Elgammal “Segmentation of
Occluded Sidewalks in Satellite Images”, ICPR 2012 [PDF] |
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T. El-Gaaly, M.
Torki, A. Elgammal and M. Singh “RGBD Object
Pose Recognition Using Local-Global Multi-Kernel Regression” ICPR 2012 |
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A. Elqursh and A.
Elgammal “Video Figure
Ground Labeling” ICPR 2012 [PDF] |
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R. Arora and A.
Elgammal “Towards
Automated Classification of Fine-Art Painting Style: A Comparative Study” ICPR 2012 [PDF] |
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A. Elqursh and A.
Elgammal “Single Axis Relative Rotation from
Orthogonal Lines” ICPR 2012 [PDF] |
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A. Elqursh and A.
Elgammal “Online Moving
Camera Background Subtraction” ECCV 2012 [PDF] |
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T. Senlet and A.
Elgammal “Satellite Image
Based Precise Robot Localization on Sidewalks” ICRA 2012 [PDF] |
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C.-S. Lee and A.
Elgammal “Style Adaptive Contour Tracking of
Human Gait Using Explicit Manifold Models” Machine vision
and applications journal, May 2012 |
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2011 |
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E. K. Gnang, A.
Elgammal, V. Retakh “A Spectral
Theory for Tensors” The Annales de la
Faculté des Sciences de Toulouse, Sér. 6, 20 no. 4 (2011), p. 801-841. Available at
arXiv:1008.2923v4 [math.SP] |
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M. Torki and A.
Elgammal “Regression from
Local Features for Viewpoint and Posture Estimation” ICCV’11 |
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T. Senlet and A.
Elgammal “A Framework for
Global Vehicle Localization Using Stereo Images and Satellite and Road Maps” 2nd IEEE Workshop
on Computer Vision in Vehicle Technology: From Earth to Mars, in conjunction
with ICCV 2011 |
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T. Parag and A.
Elgammal “Higher Order
Markov Networks for Model Estimation” International
Symposium on Visual Computing (ISVC’11) |
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T. Parag and A.
Elgammal “Supervised
Hypergraph Labeling” CVPR’11 |
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A. Elqursh and
A. Elgammal “Line-Based
Relative Pose Estimation” CVPR’11 |
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S.
Smaldone, C. Tonde, V. K. Ananthanarayanan, A. Elgammal, and L. Iftode “The
Cyber-Physical Bike: A Step Towards Safer Green Transportation” HotMobile’11 |
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2010 |
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M. Torki, A.
Elgammal, and C-S. Lee "Learning a Joint Manifold
Representation from Multiple Data Sets” ICPR’10 |
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I. Chakraborty
and A. Elgammal "Object Localization by
Propagating Connectivity via Superfeatures” ICPR’10 |
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M. Torki and A.
Elgammal “One-Shot Multi-Set Non-rigid
Feature-Spatial Matching” CVPR’10 |
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M. Torki and A.
Elgammal “Putting Local Features on a
Manifold” CVPR’10 |
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C-S. Lee and A.
Elgammal “Coupled Visual and Kinematics
Manifold Models for Human Motion Analysis” International
Journal on Computer Vision. Volume 87, Numbers 1-2, March 2010. |
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2009 |
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I. Chakraborty
and A. Elgammal "Contour segment matching by
integrating intra and inter shape cues of objects." BMVC’09, |
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C-S. Lee and A.
Elgammal “Dynamic shape outlier detection for
human locomotion” Computer Vision
and Image Understanding Journal (CVIU). Volume 113, Issue 3, March 2009. |
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C-S. Lee and A.
Elgammal “Tracking People on a Torus” IEEE transactions
on Pattern Analysis and Machine Intelligence, March 2009 |
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2008 |
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Z. Zhao and A.
Elgammal "Information Theoretic Key Frame Selection for Action Recognition" BMVC’08
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Z. Zhao and A. Elgammal “Human Activity Recognition from
Frames’ Spatiotemporal Representation” ICPR’08
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I. Chakraborty and A. Elgammal “Object Detection based on
Substructure Grouping” ICPR’08 |
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Z. Zhao and A.
Elgammal “Spatiotemporal Pyramid Representation for Recognition of
Facial Expressions and Hand Gestures” FGR’08 |
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T. Paraq, F.
Porikli and A. Elgammal “Boosting Adaptive Linear Weak
Classifiers for Online learning and Tracking” CVPR’08 |
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2007 |
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C.-S. Lee and A.
Elgammal "Modeling View and Posture Manifolds for Tracking" ICCV'07
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A. Elgammal and C.-S. Lee “Nonlinear Manifold Learning for Dynamic Shape and Dynamic Appearance” Computer Vision and Image Understanding (CVIU) special issue on generative model based vision. April 2007
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C.-S. Lee and A. Elgammal “Tracking People on a Torus” technical report DCS -
TR611 |
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2006 |
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C.-S. Lee A.
Elgammal “Body Pose Tracking From Uncalibrated Camera Using Supervised Manifold Learning” NIPS- Workshop on Evaluation of Articulated Human Motion and Pose Estimation. EHuM06. [PDF] – more details can be found in this technical report [TR-611]
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A. Elgammal “Human-centered Multimedia, Representations and Challenges” The 1st ACM international Workshop on Human-Centered Multimedia HCM '06 -- with ACM- Multimedia 2006. Invited Position Paper.
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T. Parag and
A. Elgammal “Unsupervised Learning of Boosted Tree Classifier using
Graph Cuts for Hand Pose Recognition” BMVC'06, |
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Z. Zhao and A. Elgammal “A statistically selected Part-Based Probabilistic Model
for Object Recognition”, International Workshop on Intelligent
Computing in Pattern Analysis/Synthesis, IWICPAS 2006.
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R. Isukapalli, A. Elgammal and R.
Greiner “Learning Policies for Efficiently Identifying Objects of
Many Classes” ICPR'06 |
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I. Chakraborty and A. Elgammal “Combining Low and High Level Features for Object
Recognition” ICPR'06
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C.-S. Lee
and A. Elgammal “Nonlinear Shape and Appearance Models for Facial
Expressions” ICPR'06
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C.-S. Lee and A. Elgammal “Simultaneous Inferring View and Body Pose Using Torus
Manifolds” ICPR'06
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C.-S. Lee, A. Elgammal and Dimitris
Metaxas, “Synthesis and Control of High Resolution Facial
Expressions for Visual Interactions” ICME'06
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C.-S. Lee and A.
Elgammal “Carrying Object Detection Using Pose Preserving Dynamic Shape Model” AMDO'06 - LNCS 4069
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C.-S. Lee and A. Elgammal “Human Motion Synthesis by Motion Manifold Learning and
Motion Primitive Segmentation” AMDO'06 - LNCS 4069
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Z. Zhao, A. Vashist, A. Elgammal,
I. Muchnik and C. Kulikowski “Discriminative Part Selection using Combinatorial and
Statistical Models for Part-Based Object Recognition” Beyond Patches Workshop - with
CVPR'06
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T. Parag, A.
Elgammal and A. Mittal “A Framework for Feature Selection for Background Subtraction” CVPR'06
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R. Isukapalli, A.
Elgammal and R. Greiner “Learning Efficient Multiclass Object Detection Hierarchy” ECCV'06 - LNCS 3951 Vol. I
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N. Ravi,
P.Shankar, A. Frankel, A. Elgammal and L. Iftode “Indoor Localization Using Camera Phones” The 7th IEEE Workshop on Mobile Computing Systems and Applications, WMCSA 2006, April 2006.
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C.-S. Lee
and A. Elgammal “Gait Tracking and Recognition using Person-Dependent
Dynamic Shape Models” FGR'06
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R. Isukapalli, A. Elgammal and R.
Greiner “Learning to Identify Facial Expression During Detection
using Markov Decision Process”, FGR'06 |
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I. Awasthi
and A. Elgammal “Learning Nonlinear Manifolds of Dynamic Textures” International Conference on Computer Vision Theory and Applications VISAPP'06
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2005 |
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C.-S. Lee and A.
Elgammal “Homeomorphic Manifold Analysis: Learning Decomposable Generative Models for Human Motion Analysis” Workshop on Dynamic Vision (WDV05), with ICCV'05
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C.-S. Lee and A.
Elgammal “Facial Expression Analysis using Nonlinear Decomposable Generative Models” IEEE International Workshop on Analysis and Modeling of Faces and Gestures (AMFG05) with ICCV'05.
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R. Isukapalli, A.
Elgammal, and R. Greiner “Learning a Dynamic Classification Method to Detect Faces and Identify Facial Expression” IEEE International Workshop on Analysis and Modeling of Faces and Gestures (AMFG05) with ICCV'05.
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C.-S. Lee and A.
Elgammal “Style Adaptive Bayesian Tracking Using Explicit Manifold Learning” BMVC'05
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C.-S. Lee and A.
Elgammal “Towards Scalable View-Invariant Gait Recognition: Multilinear Analysis for Gait” Audio- and Video-based Biometric Person Authentication Conference AVBPA'05
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A. Elgammal “Learning to Track: Conceptual Manifold Map for Closed-form Tracking”, CVPR'05
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2004 |
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V. Shet, V. Shiv
Naga Prasad, A. Elgammal, L. S. Davis, Y. Yacoob “Multi-Cue Exemplar-Based Nonparametric Model for Gesture Recognition”, 4th Indian
Conference on Computer Vision, Graphics and Image Processing ICVGIP04 Recipient of Honorary Mention for Best Paper Award.
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Y. Wang, X.
Huang, C.-S. Lee, S. Zhang, Z. Li, D. Samaras, D. Metaxas, A. Elgammal, P.
Huang “High Resolution Acquisition, Learning and Transfer of Dynamic 3D Facial Expressions” Eurographics 2004
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A. Elgammal,
C.-S. Lee “Separating Style and Content on a Nonlinear Manifold” CVPR'04
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A. Elgammal,
C.-S. Lee “Inferring 3D Body Pose from Silhouettes using Activity Manifold Learning” CVPR'04
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A. Elgammal “Nonlinear Generative Models for Dynamic Shape and Dynamic Appearance” 2nd International Workshop on Generative-Model based vision. GMBV 2004, with CVPR'04.
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A. Elgammal,
C.-S. Lee “Gait Style and Gait Content: Bilinear Model for Gait Recognition Using Gait Re-sampling” FGR'04
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2003 |
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A. Elgammal, R.
Duraiswami and L. S. Davis “Efficient Kernel Density Estimation Using the Fast Gauss Transform for Computer Vision” IEEE Transactions on Pattern Analysis and Machine Intelligence. Dec 2003.
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S.-N. Lim, A.
Elgammal, L. S. Davis "A Scalable Image-Based Multi-Camera Visual Surveillance System" IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS 2003)
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S.-N. Lim, A.
Elgammal, L. S. Davis " Image-based Pan-Tilt Camera Control in a Multi-Camera Surveillance Environment" ICME'03
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A. Elgammal, V.
Shet, Y. Yacoob, and L. S. Davis “Learning Dynamics for Exemplar-based Gesture Recognition” CVPR'03
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A. Elgammal, R.
Duraiswami, and L. S. Davis “Probabilistic Tracking in Joint Feature-Spatial Spaces” CVPR'03
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2002 |
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A. Elgammal, R. Duraiswami, D. Harwood and L. S. Davis “Background and Foreground Modeling using Non-parametric Kernel Density Estimation for Visual Surveillance”, Proceedings of the IEEE, July 2002.
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A. Elgammal, V.
Shet, Y. Yacoob, L. S. Davis “Gesture Recognition using a Probabilistic Framework for Pose Matching” The Seventh International Conference on Control, Automation, Robotics and Vision, ICARCV'02
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2001 |
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A. Elgammal, R. Duraiswami and L. S. Davis “Efficient Non-parametric Adaptive Color Modeling Using Fast Gauss Transform” CVPR'01
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A. Elgammal and L. S. Davis “Probabilistic Framework for Segmenting People Under Occlusion” ICCV'01
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A. Elgammal, R. Duraiswami and L. S. Davis “Efficient Computation of Kernel Density Estimation using Fast Gauss Transform with Applications for Segmentation and Tracking” Second International Workshop on Statistical and Computational Theories of Vision, -- with ICCV'01
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A. Elgammal and M. A. Ismail “Techniques for Language Identification for Hybrid Arabic-English Document Images” Sixth International Conference on Document Analysis and Recognition (ICDAR'01)
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A. Elgammal and M. A. Ismail “A Graph-Based Segmentation and Feature-extraction Framework for Arabic Text Recognition” Sixth International Conference on Document Analysis and Recognition (ICDAR'01)
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2000 |
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A. Elgammal, D. Harwood, L. S. Davis “Non-parametric Model for Background Subtraction” ECCV'00
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1999 |
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M. Abdel-Moteleb and A. Elgammal “Face Detection in Complex Environment from Color Images”, ICIP'99
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Other Publications:
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Ph. D. dissertation, “Efficient Nonparametric Kernel Density Estimation for Real-time Computer Vision”, Department of computer science, University of Maryland, College Park, 2002. [PDF]
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M.Sc. thesis “Bilingual (Arabic/Latin) Document Image analysis with Font independent Arabic Character Recognition”, Faculty of Engineering, University of Alexandria. July 1996.
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