Anuj Srivastava

According to our database1, Anuj Srivastava authored at least 195 papers between 1995 and 2021.

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

Awards

IEEE Fellow

IEEE Fellow 2017, "For contributions to differential geometric and statistical techniques in the analysis of shapes, curves and surfaces".

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2021
A Quotient Space Formulation for Generative Statistical Analysis of Graphical Data.
J. Math. Imaging Vis., 2021

Elastic Shape Analysis of Brain Structures for Predictive Modeling of PTSD.
CoRR, 2021

Shape Analysis of Functional Data with Elastic Partial Matching.
CoRR, 2021

4D Atlas: Statistical Analysis of the Spatiotemporal Variability in Longitudinal 3D Shape Data.
CoRR, 2021

Statistical Comparisons Of Chromosomal Shape Populations.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020
Analyzing Dynamical Brain Functional Connectivity as Trajectories on Space of Covariance Matrices.
IEEE Trans. Medical Imaging, 2020

A Framework for Interpretable Full-Body Kinematic Description Using Geometric and Functional Analysis.
IEEE Trans. Biomed. Eng., 2020

Regression models using shapes of functions as predictors.
Comput. Stat. Data Anal., 2020

Data Science for Motion and Time Analysis with Modern Motion Sensor Data.
CoRR, 2020

Statistical shape analysis of brain arterial networks (BAN).
CoRR, 2020

Effect of Finite Ground Plane on Performance of Compact Air-Suspended Rectangular Microstrip Antenna for 5G Applications.
Proceedings of the 2020 IEEE Region 10 Conference, 2020

Advances in Geometrical Analysis of Topologically-Varying Shapes.
Proceedings of the 2020 IEEE 17th International Symposium on Biomedical Imaging Workshops (ISBI Workshops), 2020

Modeling Shape Dynamics During Cell Motility in Microscopy Videos.
Proceedings of the IEEE International Conference on Image Processing, 2020

Representations, Metrics and Statistics for Shape Analysis of Elastic Graphs.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Transcriptome Analysis.
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 3, 2019

Genome Informatics.
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 2, 2019

Elastic functional principal component regression.
Stat. Anal. Data Min., 2019

Discovering common change-point patterns in functional connectivity across subjects.
Medical Image Anal., 2019

Bayesian Estimation of Three-Dimensional Chromosomal Structure from Single-Cell Hi-C Data.
J. Comput. Biol., 2019

Shape Preserving Incremental Learning for Power Systems Fault Detection.
IEEE Control. Syst. Lett., 2019

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

Statistical Analysis and Modeling of the Geometry and Topology of Plant Roots.
CoRR, 2019

Video-Based Action Recognition Using Dimension Reduction of Deep Covariance Trajectories.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Mapping population-based structural connectomes.
NeuroImage, 2018

Rate-Invariant Analysis of Covariance Trajectories.
J. Math. Imaging Vis., 2018

Shape-Constrained and Unconstrained Density Estimation Using Geometric Exploration.
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Temporal Alignment Improves Feature Quality: An Experiment on Activity Recognition With Accelerometer Data.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Elastic Handling of Predictor Phase in Functional Regression Models.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017
Elastic Shape Analysis of Three-Dimensional Objects
Synthesis Lectures on Computer Vision, Morgan & Claypool Publishers, 2017

Numerical Inversion of SRNF Maps for Elastic Shape Analysis of Genus-Zero Surfaces.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Elastic Functional Coding of Riemannian Trajectories.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Spatially Coherent Interpretations of Videos Using Pattern Theory.
Int. J. Comput. Vis., 2017

Exact Function Alignment Under Elastic Riemannian Metric.
Proceedings of the Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics, 2017

Discovering Change-Point Patterns in Dynamic Functional Brain Connectivity of a Population.
Proceedings of the Information Processing in Medical Imaging, 2017

Elastic 3D shape analysis using square-root normal field representation.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Optimization Problems Associated with Manifold-Valued Curves with Applications in Computer Vision.
Proceedings of the Handbook of Convex Optimization Methods in Imaging Science., 2017

2016
Pattern theory for representation and inference of semantic structures in videos.
Pattern Recognit. Lett., 2016

Gauge Invariant Framework for Shape Analysis of Surfaces.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Action Recognition Using Rate-Invariant Analysis of Skeletal Shape Trajectories.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Riemannian Optimization for Registration of Curves in Elastic Shape Analysis.
J. Math. Imaging Vis., 2016

Estimation of linear target-layer trajectories using cluttered point cloud data.
Comput. Stat. Data Anal., 2016

An elastic functional data analysis framework for preoperative evaluation of patients with Rheumatoid Arthritis.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

A two-sample test for statistical comparisons of shape populations.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Surface Shape Morphometry for Hippocampal Modeling in Alzheimer's Disease.
Proceedings of the 2016 International Conference on Digital Image Computing: Techniques and Applications, 2016

Testing Stationarity of Brain Functional Connectivity Using Change-Point Detection in fMRI Data.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

2015
Fusion of Global and Local Motion Estimation Using Foreground Objects for Distributed Video Coding.
IEEE Trans. Circuits Syst. Video Technol., 2015

Accurate 3D action recognition using learning on the Grassmann manifold.
Pattern Recognit., 2015

Video-Based Action Recognition Using Rate-Invariant Analysis of Covariance Trajectories.
CoRR, 2015

Bayesian Clustering of Shapes of Curves.
CoRR, 2015

Generation of 3D Canonical Anatomical Models: An Experience on Carpal Bones.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015

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

Elastic functional coding of human actions: From vector-fields to latent variables.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Statistical Shape Analysis.
Computer Vision, A Reference Guide, 2014

Elastic Shape Analysis of Cylindrical Surfaces for 3D/2D Registration in Endometrial Tissue Characterization.
IEEE Trans. Medical Imaging, 2014

4-D Facial Expression Recognition by Learning Geometric Deformations.
IEEE Trans. Cybern., 2014

Differential geometric representations and algorithms for some pattern recognition and computer vision problems.
Pattern Recognit. Lett., 2014

2D Affine and Projective Shape Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

RASS: a web server for RNA alignment in the joint sequence-structure space.
Nucleic Acids Res., 2014

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

Handwritten Text Segmentation Using Elastic Shape Analysis.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Metric-Based Pairwise and Multiple Image Registration.
Proceedings of the Computer Vision - ECCV 2014, 2014

Numerical Inversion of SRNFs for Efficient Elastic Shape Analysis of Star-Shaped Objects.
Proceedings of the Computer Vision - ECCV 2014, 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

Bayesian Active Contours with Affine-Invariant, Elastic Shape Prior.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Gaussian Blurring-Invariant Comparison of Signals and Images.
IEEE Trans. Image Process., 2013

3D Face Recognition under Expressions, Occlusions, and Pose Variations.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Estimating summary statistics in the spike-train space.
J. Comput. Neurosci., 2013

Statistical analysis of manual segmentations of structures in medical images.
Comput. Vis. Image Underst., 2013

Elastic shapes models for improving segmentation of object boundaries in synthetic aperture sonar images.
Comput. Vis. Image Underst., 2013

Generative models for functional data using phase and amplitude separation.
Comput. Stat. Data Anal., 2013

Detection, classification and estimation of individual shapes in 2D and 3D point clouds.
Comput. Stat. Data Anal., 2013

Landmark-Guided Elastic Shape Analysis of Spherically-Parameterized Surfaces.
Comput. Graph. Forum, 2013

Rate-invariant comparisons of covariance paths for visual speech recognition.
Proceedings of the Fourth National Conference on Computer Vision, 2013

Morphological changes in the corpus callosum: a study using joint Riemannian feature spaces.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

Patterns of Chromatin-Modifications Discriminate Different Genomic Features in <i>Arabidopsis</i>.
Proceedings of the Bioinformatics Research and Applications, 9th International Symposium, 2013

Statistical shape models of plant leaves.
Proceedings of the IEEE International Conference on Image Processing, 2013

Parallel Transport of Deformations in Shape Space of Elastic Surfaces.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Shadow Segmentation in SAS and SAR Using Bayesian Elastic Contours.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

An efficient multiple protein structure comparison method and its application to structure clustering and outlier detection.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

Joint Registration and Shape Analysis of Curves and Surfaces.
Proceedings of the Shape Perception in Human and Computer Vision, 2013

2012
Boosting 3-D-Geometric Features for Efficient Face Recognition and Gender Classification.
IEEE Trans. Inf. Forensics Secur., 2012

Sélection de caractéristiques géométriques pour la reconnaissance faciale 3D.
Traitement du Signal, 2012

Elastic Geodesic Paths in Shape Space of Parameterized Surfaces.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Fitting smoothing splines to time-indexed, noisy points on nonlinear manifolds.
Image Vis. Comput., 2012

On advances in differential-geometric approaches for 2D and 3D shape analyses and activity recognition.
Image Vis. Comput., 2012

A Gradient-Descent Method for Curve Fitting on Riemannian Manifolds.
Found. Comput. Math., 2012

SUPIR: Surface Uncertainty-Penalized, Non-rigid Image Registration for Pelvic CT Imaging.
Proceedings of the Biomedical Image Registration - 5th International Workshop, 2012

A Novel Framework for Metric-Based Image Registration.
Proceedings of the Biomedical Image Registration - 5th International Workshop, 2012

A geometric analysis of ODFs as oriented surfaces for interpolation, averaging and denoising in HARDI data.
Proceedings of the 2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, 2012

Elastic symmetry analysis of anatomical structures.
Proceedings of the 2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, 2012

Geometric based 3D facial gender classification.
Proceedings of the 5th International Symposium on Communications, 2012

3D dynamic expression recognition based on a novel Deformation Vector Field and Random Forest.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Which 3D geometric facial features give up your identity?
Proceedings of the 5th IAPR International Conference on Biometrics, 2012

Estimation of a mean template from spike-train data.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Elastic Shape Matching of Parameterized Surfaces Using Square Root Normal Fields.
Proceedings of the Computer Vision - ECCV 2012, 2012

A Riemannian Elastic Metric for Shape-Based Plant Leaf Classification.
Proceedings of the 2012 International Conference on Digital Image Computing Techniques and Applications, 2012

Affine-invariant, elastic shape analysis of planar contours.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
Parameterization-Invariant Shape Comparisons of Anatomical Surfaces.
IEEE Trans. Medical Imaging, 2011

Shape analysis of local facial patches for 3D facial expression recognition.
Pattern Recognit., 2011

A Mathematical Framework for Protein Structure Comparison.
PLoS Comput. Biol., 2011

Statistical Computations on Grassmann and Stiefel Manifolds for Image and Video-Based Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Shape Analysis of Elastic Curves in Euclidean Spaces.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

An information-geometric framework for statistical inferences in the neural spike train space.
J. Comput. Neurosci., 2011

Silhouette-based gesture and action recognition via modeling trajectories on Riemannian shape manifolds.
Comput. Vis. Image Underst., 2011

Signal Estimation Under Random Time-Warpings and Nonlinear Signal Alignment.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

A novel Riemannian metric for analyzing HARDI data.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

Classification of mathematics deficiency using shape and scale analysis of 3D brain structures.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

A joint model for boundaries of multiple anatomical parts.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

Parameterization-Invariant Shape Statistics and Probabilistic Classification of Anatomical Surfaces.
Proceedings of the Information Processing in Medical Imaging, 2011

Blurring-invariant Riemannian metrics for comparing signals and images.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Structure-based RNA Function Prediction Using Elastic Shape Analysis.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011

Selecting 3D Curves on the Nasal Surface using AdaBoost for Person Authentication.
Proceedings of the 4th Eurographics Workshop on 3D Object Retrieval, 2011

2010
Statistical Analysis on Manifolds and Its Applications to Video Analysis.
Proceedings of the Video Search and Mining, 2010

Optimal linear projections for enhancing desired data statistics.
Stat. Comput., 2010

Guest Editors' Introduction to the Special Section on Shape Analysis and Its Applications in Image Understanding.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Elastic Riemannian frameworks and statistical tools for shape analysis.
Proceedings of the ACM workshop on 3D object retrieval, 2010

Elastic radial curves to model 3D facial deformations.
Proceedings of the ACM workshop on 3D object retrieval, 2010

A comprehensive Riemannian framework for the analysis of white matter fiber tracts.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Detection of Shapes in 2D Point Clouds Generated from Images.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Local 3D Shape Analysis for Facial Expression Recognition.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

An efficient particle filtering technique on the Grassmann manifold.
Proceedings of the IEEE International Conference on Acoustics, 2010

A fully statistical framework for shape detection in image primitives.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

A novel riemannian framework for shape analysis of 3D objects.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Pose and Expression-Invariant 3D Face Recognition using Elastic Radial Curves.
Proceedings of the British Machine Vision Conference, 2010

Protein structure alignment using elastic shape analysis.
Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology, 2010

2009
Rate-Invariant Recognition of Humans and Their Activities.
IEEE Trans. Image Process., 2009

Looking for Shapes in Two-Dimensional Cluttered Point Clouds.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Elastic Shape Models for Face Analysis Using Curvilinear Coordinates.
J. Math. Imaging Vis., 2009

An Intrinsic Framework for Analysis of Facial Surfaces.
Int. J. Comput. Vis., 2009

Intrinsic Bayesian Active Contours for Extraction of Object Boundaries in Images.
Int. J. Comput. Vis., 2009

An experimental illustration of 3D facial shape analysis under facial expressions.
Ann. des Télécommunications, 2009

On Analyzing Symmetry of Objects using Elastic Deformations.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

Fitting Curves on Riemannian Manifolds Using Energy Minimization.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2009), 2009

A Riemannian analysis of 3D nose shapes for partial human biometrics.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Nasal Region Contribution in 3D Face Biometrics Using Shape Analysis Framework.
Proceedings of the Advances in Biometrics, Third International Conference, 2009

2008
AIMIE: a web-based environment for detection and interpretation of significant sequence motifs in prokaryotic genomes.
Bioinform., 2008

Brain Fiber Architecture, Genetics, and Intelligence: A High Angular Resolution Diffusion Imaging (HARDI) Study.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

Mapping genetic influences on brain fiber architecture with high angular resolution diffusion imaging (HARDI).
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Three-dimensional face recognition using elastic deformations of facial surfaces.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Modeling spatial patterns of shapes.
Proceedings of the International Conference on Image Processing, 2008

2007
A Pattern-Theoretic Characterization of Biological Growth.
IEEE Trans. Medical Imaging, 2007

On Shape of Plane Elastic Curves.
Int. J. Comput. Vis., 2007

Human identification using facial curves with extensions to joint shape-texture analysis.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

Tree species classification using radiometry, texture and shape based features.
Proceedings of the 15th European Signal Processing Conference, 2007

Removing Shape-Preserving Transformations in Square-Root Elastic (SRE) Framework for Shape Analysis of Curves.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2007

Shape Analysis of Open Curves in R<sup>3</sup> with Applications to Study of Fiber Tracts in DT-MRI Data.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2007

Riemannian Analysis of Probability Density Functions with Applications in Vision.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

A Novel Representation for Riemannian Analysis of Elastic Curves in R<sup>n</sup>.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Three-Dimensional Face Recognition Using Shapes of Facial Curves.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Face recognition using optimal linear components of range images.
Image Vis. Comput., 2006

Contour Inferences for Image Understanding.
Int. J. Comput. Vis., 2006

Characterization of biological growth using iterated diffeomorphisms.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

3D Face Recognition Using Shapes of Facial Curves.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Geodesics Between 3D Closed Curves Using Path-Straightening.
Proceedings of the Computer Vision, 2006

Cyclostationary Processes on Shape Spaces for Gait-Based Recognition.
Proceedings of the Computer Vision, 2006

Statistical Shape Models Using Elastic-String Representations.
Proceedings of the Computer Vision, 2006

Riemannian Structures on Shape Spaces: A Framework for Statistical Inferences.
Proceedings of the Statistics and Analysis of Shapes, 2006

Planar Shape Analysis and Its Applications in Image-Based Inferences.
Proceedings of the Handbook of Mathematical Models in Computer Vision, 2006

2005
A Bayesian MRF framework for labeling terrain using hyperspectral imaging.
IEEE Trans. Geosci. Remote. Sens., 2005

Statistical Shape Analysis: Clustering, Learning, and Testing.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Tools for application-driven linear dimension reduction.
Neurocomputing, 2005

Elastic Shape Models for Interpolations of Curves in Image Sequences.
Proceedings of the Information Processing in Medical Imaging, 2005

3D curve interpolation and object reconstruction.
Proceedings of the 2005 International Conference on Image Processing, 2005

Applications of planar shape analysis to image-based inferences.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Maximum-Likelihood Estimation of Biological Growth Variables.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2005

2004
Optimal Linear Representations of Images for Object Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2004

Analysis of Planar Shapes Using Geodesic Paths on Shape Spaces.
IEEE Trans. Pattern Anal. Mach. Intell., 2004

Some approaches to shape analysis.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

Learning and Bayesian Shape Extraction for Object Recognition.
Proceedings of the Computer Vision, 2004

Hierarchical Organization of Shapes for Efficient Retrieval.
Proceedings of the Computer Vision, 2004

Elastic-String Models for Representation and Analysis of Planar Shapes.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003
Intrinsic generalization analysis of low dimensional representations.
Neural Networks, 2003

Statistical hypothesis pruning for identifying faces from infrared images.
Image Vis. Comput., 2003

Geometric Analysis of Constrained Curves.
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

A novel technique for face recognition using range imaging.
Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003

Geometric Analysis of Continuous, Planar Shapes.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2003

Stochastic Search for Optimal Linear Representations of Images on Spaces with Orthogonality Constraints.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2003

Statistical Search for Hierarchical Linear Optimal Representations of Images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003

An Integrated Learning Framework for Recognition Based on Images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003

Learning Optimal Representations for Image Retrieval Applications.
Proceedings of the Image and Video Retrieval, Second International Conference, 2003

2002
Monte Carlo extrinsic estimators of manifold-valued parameters.
IEEE Trans. Signal Process., 2002

Stochastic models for capturing image variability.
IEEE Signal Process. Mag., 2002

Universal Analytical Forms for Modeling Image Probabilities.
IEEE Trans. Pattern Anal. Mach. Intell., 2002

A Spectral Representation for Appearance-Based Classification and Recognition.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Spaces and subspaces of images for recognition.
Proceedings of the 2002 International Conference on Image Processing, 2002

Analytical Image Models and Their Applications.
Proceedings of the Computer Vision, 2002

2001
Probability Models for Clutter in Natural Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2001

Analytical models for reduced spectral representations of images.
Proceedings of the 2001 International Conference on Image Processing, 2001

Image segmentation using local spectral histograms.
Proceedings of the 2001 International Conference on Image Processing, 2001

A compact probability model for natural clutter.
Proceedings of the 2001 International Conference on Image Processing, 2001

Monte Carlo Techniques for Automated Target Recognition.
Proceedings of the Sequential Monte Carlo Methods in Practice, 2001

2000
A Bayesian approach to geometric subspace estimation.
IEEE Trans. Signal Process., 2000

Asymptotic performance analysis of Bayesian target recognition.
IEEE Trans. Inf. Theory, 2000

1998
Hilbert-Schmidt Lower Bounds for Estimators on Matrix Lie Groups for ATR.
IEEE Trans. Pattern Anal. Mach. Intell., 1998

1995
Conditional-mean estimation via jump-diffusion processes in multiple target tracking/recognition.
IEEE Trans. Signal Process., 1995


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