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List of works by Rama Chellappa

"Shape activity": a continuous-state HMM for moving/deforming shapes with application to abnormal activity detection

scientific article published in October 2005

A Fast Bilinear Structure from Motion Algorithm Using a Video Sequence and Inertial Sensors ⬇️

scientific article published on January 1, 2011

A VLSI neuroprocessor for image restoration using analog computing-based systolic architecture

scientific article published on 28 April 2005

A blur-robust descriptor with applications to face recognition

scientific article

A generic approach to simultaneous tracking and verification in video

scientific article published in January 2002

A multiple-hypothesis approach for multiobject visual tracking

scientific article published in November 2007

ATFaceGAN: Single Face Semantic Aware Image Restoration and Recognition From Atmospheric Turbulence

scientific article published on 10 February 2021

Accurate dense optical flow estimation using adaptive structure tensors and a parametric model

scientific article published in January 2003

Activity Representation Using 3D Shape Models

Adaptive-Rate Compressive Sensing Using Side Information.

scientific article published on 14 July 2015

Algorithmic and architectural optimizations for computationally efficient particle filtering

scientific article published in May 2008

An information theoretic criterion for evaluating the quality of 3-D reconstructions from video.

scientific article

Appearance characterization of linear Lambertian objects, generalized photometric stereo, and illumination-invariant face recognition

scientific article published in February 2007

Appearance modeling using a geometric transform.

scientific article published in April 2009

Applications of a simple characterization of human gait in surveillance

scientific article published in April 2010

Background learning for robust face recognition with PCA in the presence of clutter

scientific article published in June 2005

Bayesian algorithms for simultaneous structure from motion estimation of multiple independently moving objects

scientific article published in January 2005

Blur and illumination robust face recognition via set-theoretic characterization.

scientific article published on 29 November 2012

Combined Neural Network and Rule-Based Framework for Probabilistic Pattern Recognition and Discovery ⬇️

scientific article published in January 1992

Compositional Dictionaries for Domain Adaptive Face Recognition

scientific article published on 16 September 2015

Coupled projections for adaptation of dictionaries

scientific article published on 8 May 2015

Cross-sensor iris recognition through kernel learning

scientific article published in January 2014

Cross-view Action Recognition via Transferable Dictionary Learning

scientific article published on 29 March 2016

DASH-N: Joint Hierarchical Domain Adaptation and Feature Learning

scientific article

Deep Regionlets: Blended Representation and Deep Learning for Generic Object Detection

scientific article published on 05 December 2019

Design of non-linear kernel dictionaries for object recognition

scientific article published on 16 September 2013

Detection and inpainting of facial wrinkles using texture orientation fields and Markov random field modeling

scientific article published on 23 June 2014

Dictionaries for image and video-based face recognition [Invited].

scientific article published on May 2014

Differential geometric representations and algorithms for some pattern recognition and computer vision problems

scientific article published in 2014

Discrete shearlet transform on GPU with applications in anomaly detection and denoising

article published in 2014

Dual Manifold Adversarial Robustness: Defense against Lp and non-Lp Adversarial Attacks ⬇️

scientific article published in November 2020

Entropy-rate clustering: cluster analysis via maximizing a submodular function subject to a matroid constraint

scientific article published in January 2014

Estimation of contour motion and deformation for nonrigid object tracking

scientific article published in August 2007

Example-driven manifold priors for image deconvolution

scientific article published on 21 April 2011

Face Association for Videos Using Conditional Random Fields and Max-Margin Markov Networks

scientific article published on 4 November 2015

Face Space Representations in Deep Convolutional Neural Networks

scientific article published on 07 August 2018

Face recognition accuracy of forensic examiners, superrecognizers, and face recognition algorithms.

scientific article

Face recognition across non-uniform motion blur, illumination, and pose

scientific article published on 11 March 2015

Face verification across age progression

scientific article published in November 2006

Fast two-frame multiscale dense optical flow estimation using discrete wavelet filters

scientific article published in August 2003

From sample similarity to ensemble similarity: probabilistic distance measures in reproducing kernel Hilbert space

scientific article published in June 2006

Gradient-Based Image Recovery Methods From Incomplete Fourier Measurements ⬇️

scientific article published on June 16, 2011

Guest Editorial Introduction to the Special Issue on Large-Scale Video Analytics for Enhanced Security: Algorithms and Systems

scientific article published in 2017

Hybrid detectors for subpixel targets

scientific article published in November 2007

HyperFace: A Deep Multi-Task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition

scientific article published on 08 December 2017

Identification of humans using gait

scientific article published in September 2004

Image-based face recognition under illumination and pose variations

scientific article published in February 2005

In-plane rotation and scale invariant clustering using dictionaries

scientific article published on 8 February 2013

Information-Theoretic Dictionary Learning for Image Classification

scientific article published on November 2014

Joint Sparse Representation and Robust Feature-Level Fusion for Multi-Cue Visual Tracking

scientific article published on 23 September 2015

Joint albedo estimation and pose tracking from video

scientific article published in July 2013

Joint sparse representation for robust multimodal biometrics recognition

scientific article published in January 2014

Large-Scale Matrix Factorization with Missing Data under Additional Constraints ⬇️

Learning Common and Feature-Specific Patterns: A Novel Multiple-Sparse-Representation-Based Tracker

scientific article published on 23 November 2017

Learning from Ambiguously Labeled Face Images

scientific article published on 4 July 2017

Low-Rank and Joint Sparse Representations for Multi-Modal Recognition

scientific article

Low-resolution face tracker robust to illumination variations

scientific article published on 16 November 2012

Manifold Precis: An Annealing Technique for Diverse Sampling of Manifolds ⬇️

scientific article published in January 2011

Matching shape sequences in video with applications in human movement analysis

scientific article published in December 2005

MetaReg: Towards Domain Generalization using Meta-Regularization ⬇️

Model-driven segmentation of articulating humans in Laplacian Eigenspace

scientific article published in October 2008

Modeling and Visualization of Human Activities for Multicamera Networks

scholarly article by Aswin C. Sankaranarayanan et al published 2009 in Eurasip Journal on Image and Video Processing

Multicamera tracking of articulated human motion using shape and motion cues.

scientific article published on 5 May 2009

Multiple kernel learning for sparse representation-based classification

scientific article published in July 2014

Non-uniform deblurring in HDR image reconstruction

scientific article published on 12 April 2013

Online empirical evaluation of tracking algorithms

scientific article published in August 2010

Optimal edge-based shape detection

scientific article published on January 2002

PADS: a probabilistic activity detection framework for video data.

scientific article

Pose-Encoded Spherical Harmonics for Face Recognition and Synthesis Using a Single Image

Pose-Invariant Face Recognition Using Markov Random Fields ⬇️

scientific article published on December 11, 2012

Principal components null space analysis for image and video classification

scientific article published in July 2006

Rate-invariant recognition of humans and their activities

scientific article published on 24 April 2009

Recognizing Interactive Group Activities Using Temporal Interaction Matrices and Their Riemannian Statistics

scientific article published in 2012

Robust Optimal Transport with Applications in Generative Modeling and Domain Adaptation ⬇️

scientific article published in November 2020

Robust ego-motion estimation and 3-D model refinement using surface parallax

scientific article

Robust estimation of albedo for illumination-invariant matching and shape recovery

scientific article published in May 2009

Robust face recognition from multi-view videos

scientific article published in March 2014

Robust height estimation of moving objects from uncalibrated videos

scientific article

Secure and Robust Iris Recognition Using Random Projections and Sparse Representations

scientific article

Semantic Video Content Analysis

scientific article published in 2010

Semi-Supervised Landmark-Guided Restoration of Atmospheric Turbulent Images

scientific article published on 13 January 2021

Shape-and-behavior encoded tracking of bee dances

scientific article published in March 2008

Silhouette-based gesture and action recognition via modeling trajectories on Riemannian shape manifolds

scientific article published in 2011

Sparsity-motivated automatic target recognition

scientific article

Spatiotemporal Alignment of Visual Signals on a Special Manifold

scientific article published on 2 July 2012

Special section on distributed camera networks: sensing, processing, communication, and implementation

scientific article published in October 2010

Statistical bias in 3-D reconstruction from a monocular video

scientific article published in August 2005

Statistical computations on Grassmann and Stiefel manifolds for image and video-based recognition

scientific article published in November 2011

Statistical-physical model for foliage clutter in ultra-wideband synthetic aperture radar images

scientific article published on 01 January 2003

Structure from planar motion

scientific article published in November 2006

Structure-preserving sparse decomposition for facial expression analysis

scientific article published on 17 June 2014

Submodular Attribute Selection for Action Recognition in Video ⬇️

scientific article published in January 2014

Submodular Attribute Selection for Visual Recognition

scientific article published on 07 December 2016

Unsupervised Adaptation Across Domain Shifts by Generating Intermediate Data Representations

scientific article published on November 2014

Video metrology using a single camera

scientific article

Visual tracking and recognition using appearance-adaptive models in particle filters

scientific article published in November 2004

Zero-Shot Object Detection ⬇️

scientific article published on 12 April 2018

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