Sudeep Sarkar

According to our database1, Sudeep Sarkar authored at least 164 papers between 1990 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Awards

IEEE Fellow

IEEE Fellow 2013, "For contributions to computer vision".

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2019
Evaluation of Algorithms for Orientation Invariant Inertial Gait Matching.
IEEE Trans. Information Forensics and Security, 2019

Hydra: An Ensemble of Convolutional Neural Networks for Geospatial Land Classification.
IEEE Trans. Geoscience and Remote Sensing, 2019

A Quotient Space Formulation for Statistical Analysis of Graphical Data.
CoRR, 2019

Abductive Reasoning as Self-Supervision for Common Sense Question Answering.
CoRR, 2019

The Unconstrained Ear Recognition Challenge 2019 - ArXiv Version With Appendix.
CoRR, 2019

Going Deeper With Semantics: Video Activity Interpretation Using Semantic Contextualization.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

2018
Distance metric learning for pattern recognition.
Pattern Recognition, 2018

Employing fusion of learned and handcrafted features for unconstrained ear recognition.
IET Biometrics, 2018

A Perceptual Prediction Framework for Self Supervised Event Segmentation.
CoRR, 2018

Resource-Constrained Simultaneous Detection and Labeling of Objects in High-Resolution Satellite Images.
CoRR, 2018

A method to Suppress Facial Expression in Posed and Spontaneous Videos.
CoRR, 2018

Hydra: an Ensemble of Convolutional Neural Networks for Geospatial Land Classification.
CoRR, 2018

A Graph-based Approach for Static Ensemble Selection in Remote Sensing Image Analysis.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Using Semantic Relationships among Objects for Geospatial Land Use Classification.
Proceedings of the 47th IEEE Applied Imagery Pattern Recognition Workshop, 2018

An Inherently Explainable Model for Video Activity Interpretation.
Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Spatially Coherent Interpretations of Videos Using Pattern Theory.
International Journal of Computer Vision, 2017

Employing Fusion of Learned and Handcrafted Features for Unconstrained Ear Recognition.
CoRR, 2017

Exploiting Semantic Contextualization for Interpretation of Human Activity in Videos.
CoRR, 2017

Towards a Knowledge-Based Approach for Generating Video Descriptions.
Proceedings of the 14th Conference on Computer and Robot Vision, 2017

Finding Recurrent Patterns from Continuous Sign Language Sentences for Automated Extraction of Signs.
Proceedings of the Gesture Recognition, 2017

2016
Pattern theory for representation and inference of semantic structures in videos.
Pattern Recognition Letters, 2016

Learning camera viewpoint using CNN to improve 3D body pose estimation.
CoRR, 2016

Building semantic understanding beyond deep learning from sound and vision.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Learning Camera Viewpoint Using CNN to Improve 3D Body Pose Estimation.
Proceedings of the Fourth International Conference on 3D Vision, 2016

2015
Gait Recognition, Evaluation.
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Conditional distance based matching for one-shot gesture recognition.
Pattern Recognition, 2015

Orientation invariant gait matching algorithm based on the Kabsch alignment.
Proceedings of the IEEE International Conference on Identity, 2015

Temporally coherent interpretations for long videos using pattern theory.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
SIBGRAPI 25th: Advances in Pattern Recognition and Computer Vision.
Pattern Recognition Letters, 2014

High-resolution 3D surface strain magnitude using 2D camera and low-resolution depth sensor.
Pattern Recognition Letters, 2014

Orthogonal projection images for 3D face detection.
Pattern Recognition Letters, 2014

Automatic expression spotting in videos.
Image Vision Comput., 2014

A novel telerobotic method for human-in-the-loop assisted grasping based on intention recognition.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Pattern Theory-Based Interpretation of Activities.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Optical Flow Based Expression Suppression in Video.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Scene-Dependent Intention Recognition for Task Communication with Reduced Human-Robot Interaction.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Rate-Invariant Analysis of Trajectories on Riemannian Manifolds with Application in Visual Speech Recognition.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Design, implementation and evaluation of a motion control scheme for mobile platforms with high uncertainties.
Proceedings of the 5th IEEE RAS/EMBS International Conference on Biomedical Robotics and Biomechatronics, 2014

2013
Hop-Diffusion Monte Carlo for Epipolar Geometry Estimation between Very Wide-Baseline Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Classifier Selection Based on the Correlation of Diversity Measures: When Fewer Is More.
Proceedings of the XXVI Conference on Graphics, Patterns and Images, 2013

Multi-scale superquadric fitting for efficient shape and pose recovery of unknown objects.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

Human motion intention based scaled teleoperation for orientation assistance in preshaping for grasping.
Proceedings of the IEEE 13th International Conference on Rehabilitation Robotics, 2013

Continuous 3D Face Authentication Using RGB-D Cameras.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

Similarity Measure between Two Gestures Using Triplets.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
People Counter: Counting of Mostly Static People in Indoor Conditions.
Proceedings of the Video Analytics for Business Intelligence, 2012

Finding recurrent patterns from continuous sign language sentences for automated extraction of signs.
J. Mach. Learn. Res., 2012

View-Invariant Method for Calculating 2D Optical Strain.
Proceedings of the Advances in Depth Image Analysis and Applications, 2012

Biometric Evaluation on the Cloud: A Case Study with HumanID Gait Challenge.
Proceedings of the IEEE Fifth International Conference on Utility and Cloud Computing, 2012

Relational entropy-based saliency detection in images and videos.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

2011
Gait Recognition.
Proceedings of the Encyclopedia of Cryptography and Security, 2nd Ed., 2011

View Clustering of Wide-Baseline N-views for Photo Tourism.
Proceedings of the 24th SIBGRAPI Conference on Graphics, 2011

Fast detection of noisy GPS and magnetometer tags in wide-baseline multi-views.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

QCAPro - An error-power estimation tool for QCA circuit design.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

Macro- and micro-expression spotting in long videos using spatio-temporal strain.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Segmentation-robust representations, matching, and modeling for sign language.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

Evaluation of Facial Reconstructive Surgery on Patients with Facial Palsy Using Optical Strain.
Proceedings of the Computer Analysis of Images and Patterns, 2011

2010
Vision-IMU Integration Using a Slow-Frame-Rate Monocular Vision System in an Actual Roadway Setting.
IEEE Trans. Intelligent Transportation Systems, 2010

Handling Movement Epenthesis and Hand Segmentation Ambiguities in Continuous Sign Language Recognition Using Nested Dynamic Programming.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

REM: relational entropy-based measure of saliency.
Proceedings of the Seventh Indian Conference on Computer Vision, 2010

Modeling Facial Skin Motion Properties in Video and Its Application to Matching Faces across Expressions.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Detecting Group Turn Patterns in Conversations Using Audio-Video Change Scale-Space.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Face recognition under camouflage and adverse illumination.
Proceedings of the Fourth IEEE International Conference on Biometrics: Theory Applications and Systems, 2010

2009
Evaluation of Gait Recognition.
Proceedings of the Encyclopedia of Biometrics, 2009

Distribution-Based Dimensionality Reduction Applied to Articulated Motion Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Coupled grouping and matching for sign and gesture recognition.
Computer Vision and Image Understanding, 2009

Towards macro- and micro-expression spotting in video using strain patterns.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2009), 2009

BLOGS: Balanced local and global search for non-degenerate two view epipolar geometry.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Automated extraction of signs from continuous sign language sentences using Iterated Conditional Modes.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Background subtraction in varying illuminations using an ensemble based on an enlarged feature set.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

2008
Thermal Switching Error Versus Delay Tradeoffs in Clocked QCA Circuits.
IEEE Trans. VLSI Syst., 2008

Subspace Approximation of Face Recognition Algorithms: An Empirical Study.
IEEE Trans. Information Forensics and Security, 2008

Exploring Co-Occurence Between Speech and Body Movement for Audio-Guided Video Localization.
IEEE Trans. Circuits Syst. Video Techn., 2008

Online Algorithms with Discrete Visibility - Exploring Unknown Polygonal Environments.
IEEE Robot. Automat. Mag., 2008

Clip retrieval using multi-modal biometrics in meeting archives.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Finite element modeling of facial deformation in videos for computing strain pattern.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Robust outdoor text detection using text intensity and shape features.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007
Evaluation and analysis of a face and voice outdoor multi-biometric system.
Pattern Recognition Letters, 2007

From Scores to Face Templates: A Model-Based Approach.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

A sensitivity analysis method and its application in physics-based nonrigid motion modeling.
Image Vision Comput., 2007

Outdoor recognition at a distance by fusing gait and face.
Image Vision Comput., 2007

3D Finite Element Modeling of Nonrigid Breast Deformation for Feature Registration in -ray and MR Images.
Proceedings of the 8th IEEE Workshop on Applications of Computer Vision (WACV 2007), 2007

Facial Strain Pattern as a Soft Forensic Evidence.
Proceedings of the 8th IEEE Workshop on Applications of Computer Vision (WACV 2007), 2007

Enhanced Level Building Algorithm for the Movement Epenthesis Problem in Sign Language Recognition.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
A constrained genetic approach for computing material property of elastic objects.
IEEE Trans. Evolutionary Computation, 2006

Improved Gait Recognition by Gait Dynamics Normalization.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Detecting Coarticulation in Sign Language using Conditional Random Fields.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Audio Segmentation and Speaker Localization in Meeting Videos.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Association of Sound to Motion in Video using Perceptual Organization.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

A Non-Iterative Approach to Reconstruct Face Templates from Match Scores.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Efficient Generation of Large Amounts of Training Data for Sign Language Recognition: A Semi-automatic Tool.
Proceedings of the Computers Helping People with Special Needs, 2006

Gesture Recognition using Hidden Markov Models from Fragmented Observations.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Privacy & Security Issues Related to Match Scores.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

2005
Effect of silhouette quality on hard problems in gait recognition.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2005

The HumanID Gait Challenge Problem: Data Sets, Performance, and Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Unsupervised Modeling of Signs Embedded in Continuous Sentences.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

Designing A.ne Transformations based Face Recognition Algorithms.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

2004
A methodology for extracting objective color from images.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2004

A modeling approach for burn scar assessment using natural features and elastic property.
IEEE Trans. Med. Imaging, 2004

Three-dimensional finite element model for lesion correspondence in breast imaging.
Proceedings of the Medical Imaging 2004: Image Processing, 2004

Correspondence Recovery In 2-View Mammography.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Modeling Signs Using Functional Data Analysis.
Proceedings of the ICVGIP 2004, 2004

Elastic Face, An Anatomy-Based Biometrics Beyond Visible Cue.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Parallelizing Motion Segmentation by Perceptual Organization of XYT.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Simplest Representation Yet for Gait Recognition: Averaged Silhouette.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Progress in Automated Computer Recognition of Sign Language.
Proceedings of the Computers Helping People with Special Needs, 2004

Significance of Elastic Properties in Physics-Based Nonrigid Motion Modeling, A Numerical Sensitivity Analysis.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

Challenges in Segmentation of Human Forms in Outdoor Video.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

Studies on Silhouette Quality and Gait Recognition.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003
Statistical Motion Model Based on the Change of Feature Relationships: Human Gait-Based Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

An In-Depth Study of Graph Partitioning Measures for Perceptual Organization.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

Comparison and Combination of Ear and Face Images in Appearance-Based Biometrics.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

Towards Physically-Sound Registration Using Object-Specific Properties for Regularization.
Proceedings of the Biomedical Image Registration, Second International Workshop, 2003

2002
Perceptual Organization Based Computational Model for Robust Segmentation of Moving Objects.
Computer Vision and Image Understanding, 2002

Tracking Objects Using Recovered Physical Motion Parameters.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Recovering Elastic Property of Soft Tissues Using 2D Image Sequences With Limited Range Data.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

An Evaluation of Face and Ear Biometrics.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Experiments on Gait Analysis by Exploiting Nonstationarity in the Distribution of Feature Relationships.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

A Fast Leading Eigenvector Approximation for Segmentation and Grouping.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

The Gait Identification Challenge Problem: Data Sets and Baseline Algorithm.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Baseline Results for the Challenge Problem of Human ID Using Gait Analysis.
Proceedings of the 5th IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2002), 2002

2001
Fusion of physically-based registration and deformation modeling for nonrigid motion analysis.
IEEE Trans. Image Processing, 2001

A Simple Strategy for Calibrating the Geometry of Light Sources.
IEEE Trans. Pattern Anal. Mach. Intell., 2001

Exploring an Unknown Polygonal Environment with Bounded Visibility.
Proceedings of the Computational Science - ICCS 2001, 2001

Investigation of Measures for Grouping by Graph Partitioning.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

Discrimination of Motion Based on Traces in the Space of Probability Functions over Feature Relations.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000
Nonrigid Motion Analysis Based on Dynamic Refinement of Finite Element Models.
IEEE Trans. Pattern Anal. Mach. Intell., 2000

Supervised Learning of Large Perceptual Organization: Graph Spectral Partitioning and Learning Automata.
IEEE Trans. Pattern Anal. Mach. Intell., 2000

A Method for Increasing Precision and Reliability of Elasticity Analysis in Complicated Burn Scar Cases.
IJPRAI, 2000

Modeling Parameter Space Behavior of Vision Systems Using Bayesian Networks.
Computer Vision and Image Understanding, 2000

Model-Based Nonrigid Motion Analysis Using Natural Feature Adaptive Mesh.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Motion Detection from Temporally Integrated Images.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Motion Segmentation Based on Perceptual Organization of Spatio-Temporal Volumes.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Multiscale Combination of Physically-Based Registration and Deformation Modeling.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

Calibration of Light Sources.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999
Model-based force-driven nonrigid motion recovery from sequences of range images without point correspondences.
Image Vision Comput., 1999

Guest Editors' Introduction: Perceptual Organization in Computer Vision: Status, Challenges, and Potential.
Computer Vision and Image Understanding, 1999

1998
A Vision-Based Technique for Objective Assessment of Burn Scars.
IEEE Trans. Med. Imaging, 1998

Integrating Image Computation in Undergraduate Level Data-Structure Education.
IJPRAI, 1998

Efficient Nonlinear Finite Element Modeling of Nonrigid Objects via Optimization of Mesh Models.
Computer Vision and Image Understanding, 1998

Quantitative Measures of Change Based on Feature Organization: Eigenvalues and Eigenvectors.
Computer Vision and Image Understanding, 1998

Comparison of Edge Detectors: A Methodology and Initial Study.
Computer Vision and Image Understanding, 1998

The Effect of Edge Strength on Object Recognition from Edge Images.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Model-based Nonrigid Motion Recovery from Sequences of Range Images without Point Correspondences.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

An Approximate Algorithm for Structural Matching of Images.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Nonrigid Motion Analysis Based on Dynamic Refinement of Finite Element Models.
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

Learning to Form Large Groups of Salient Image Features.
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

1997
Robust Visual Method for Assessing the Relative Performance of Edge-Detection Algorithms.
IEEE Trans. Pattern Anal. Mach. Intell., 1997

A Framework for Performance Characterization of Intermediate-Level Grouping Modules.
IEEE Trans. Pattern Anal. Mach. Intell., 1997

Experimental Performance Evaluation of Feature Grouping Modules.
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

1996
Mapping and parallel implementation of Bayesian belief networks.
Proceedings of the Eighth IEEE Symposium on Parallel and Distributed Processing, 1996

Quantitative Measures of Change based on Feature Organization: Eigenvalues and Eigenvectors.
Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96), 1996

Comparison of Edge Detectors: A Methodology and Initial Study.
Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96), 1996

1995
Using Perceptual Inference Networks to Manage Vision Processes.
Computer Vision and Image Understanding, 1995

1994
Computer Perceptual Organization in Computer Vision
Series in Machine Perception and Artificial Intelligence 12, WorldScientific, ISBN: 978-981-4501-83-5, 1994

"On the localization performance measure and optimal edge detection".
IEEE Trans. Pattern Anal. Mach. Intell., 1994

Using perceptual inference networks to manage vision processes.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

Automated design of Bayesian perceptual inference networks.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994

1993
Perceptual organization in computer vision: a review and a proposal for a classificatory structure.
IEEE Trans. Systems, Man, and Cybernetics, 1993

Integration, Inference, and Management of Spatial Information Using Bayesian Networks: Perceptual Organization.
IEEE Trans. Pattern Anal. Mach. Intell., 1993

1992
Perceptual organization using Bayesian networks.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1992

1991
Dynamic edge warping: an experimental system for recovering disparity maps in weakly constrained systems.
IEEE Trans. Systems, Man, and Cybernetics, 1991

On Optimal Infinite Impulse Response Edge Detection Filters.
IEEE Trans. Pattern Anal. Mach. Intell., 1991

Optimal infinite impulse response zero crossing based edge detectors.
CVGIP: Image Understanding, 1991

1990
Dynamic edge warping: experiments in disparity estimation under weak constraints.
Proceedings of the Third International Conference on Computer Vision, 1990


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