Anuj Srivastava

Wei Wu, Anuj Srivastava: Estimating summary statistics in the spike-train space. Journal of Computational Neuroscience 34(3): 391-410 (2013)

Anuj Srivastava, Xiaoyu Zhang, Sal LaMarca, Liming Cai, Russell L. Malmberg: Patterns of Chromatin-Modifications Discriminate Different Genomic Features in Arabidopsis. ISBRA 2013: 52-63

Chafik Samir, Pierre-Antoine Absil, Anuj Srivastava, Eric Klassen: A Gradient-Descent Method for Curve Fitting on Riemannian Manifolds. Foundations of Computational Mathematics 12(1): 49-73 (2012)

Anuj Srivastava, Pavan K. Turaga, Sebastian Kurtek: On advances in differential-geometric approaches for 2D and 3D shape analyses and activity recognition. Image Vision Comput. 30(6-7): 398-416 (2012)

Jingyong Su, Ian L. Dryden, Eric Klassen, H. Le, Anuj Srivastava: Fitting smoothing splines to time-indexed, noisy points on nonlinear manifolds. Image Vision Comput. 30(6-7): 428-442 (2012)

Sebastian Kurtek, Eric Klassen, John C. Gore, Zhaohua Ding, Anuj Srivastava: Elastic Geodesic Paths in Shape Space of Parameterized Surfaces. IEEE Trans. Pattern Anal. Mach. Intell. 34(9): 1717-1730 (2012)

Lahoucine Ballihi, Boulbaba Ben Amor, Mohamed Daoudi, Anuj Srivastava, Driss Aboutajdine: Boosting 3-D-Geometric Features for Efficient Face Recognition and Gender Classification. IEEE Transactions on Information Forensics and Security 7(6): 1766-1779 (2012)

Darshan Bryner, Anuj Srivastava, Eric Klassen: Affine-invariant, elastic shape analysis of planar contours. CVPR 2012: 390-397

Hamid Laga, Sebastian Kurtek, Anuj Srivastava, Mahmood Golzarian, Stanley J. Miklavcic: A Riemannian Elastic Metric for Shape-Based Plant Leaf Classification. DICTA 2012: 1-7

Ian H. Jermyn, Sebastian Kurtek, Eric Klassen, Anuj Srivastava: Elastic Shape Matching of Parameterized Surfaces Using Square Root Normal Fields. ECCV (5) 2012: 804-817

Lahoucine Ballihi, Anuj Srivastava, Boulbaba Ben Amor, Mohamed Daoudi, Driss Aboutajdine: Which 3D geometric facial features give up your identity? ICB 2012: 119-124

Hassen Drira, Boulbaba Ben Amor, Mohamed Daoudi, Anuj Srivastava, Stefano Berretti: 3D dynamic expression recognition based on a novel Deformation Vector Field and Random Forest. ICPR 2012: 1104-1107

Cheng Zhang, Gary E. Christensen, Sebastian Kurtek, Anuj Srivastava, Martin J. Murphy, Elisabeth Weiss, Erwei Bai, Jeffrey F. Williamson: SUPIR: Surface Uncertainty-Penalized, Non-rigid Image Registration for Pelvic CT Imaging. WBIR 2012: 236-245

Qian Xie, Sebastian Kurtek, Gary E. Christensen, Zhaohua Ding, Eric Klassen, Anuj Srivastava: A Novel Framework for Metric-Based Image Registration. WBIR 2012: 276-285

Mohamed F. Abdelkader, Wael Abd-Almageed, Anuj Srivastava, Rama Chellappa: Silhouette-based gesture and action recognition via modeling trajectories on Riemannian shape manifolds. Computer Vision and Image Understanding 115(3): 439-455 (2011)

Wei Wu, Anuj Srivastava: An information-geometric framework for statistical inferences in the neural spike train space. Journal of Computational Neuroscience 31(3): 725-748 (2011)

Anuj Srivastava, Eric Klassen, Shantanu H. Joshi, Ian H. Jermyn: Shape Analysis of Elastic Curves in Euclidean Spaces. IEEE Trans. Pattern Anal. Mach. Intell. 33(7): 1415-1428 (2011)

Pavan K. Turaga, Ashok Veeraraghavan, Anuj Srivastava, Rama Chellappa: Statistical Computations on Grassmann and Stiefel Manifolds for Image and Video-Based Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 33(11): 2273-2286 (2011)

Wei Liu, Anuj Srivastava, Jinfeng Zhang: A Mathematical Framework for Protein Structure Comparison. PLoS Computational Biology 7(2) (2011)

Ahmed Maalej, Boulbaba Ben Amor, Mohamed Daoudi, Anuj Srivastava, Stefano Berretti: Shape analysis of local facial patches for 3D facial expression recognition. Pattern Recognition 44(8): 1581-1589 (2011)

Sebastian Kurtek, Eric Klassen, Zhaohua Ding, Sandra Jacobson, Joseph Jacobson, Malcolm Avison, Anuj Srivastava: Parameterization-Invariant Shape Comparisons of Anatomical Surfaces. IEEE Trans. Med. Imaging 30(3): 849-858 (2011)

Lahoucine Ballihi, Boulbaba Ben Amor, Mohamed Daoudi, Anuj Srivastava, Driss Aboutajdine: Selecting 3D Curves on the Nasal Surface using AdaBoost for Person Authentication. 3DOR 2011: 101-104

Jose Laborde, Anuj Srivastava, Jinfeng Zhang: Structure-based RNA Function Prediction Using Elastic Shape Analysis. BIBM 2011: 16-21

Zhengwu Zhang, Eric Klassen, Anuj Srivastava, Pavan K. Turaga, Rama Chellappa: Blurring-invariant Riemannian metrics for comparing signals and images. ICCV 2011: 1770-1775

Sebastian Kurtek, Eric Klassen, Zhaohua Ding, Malcolm Avison, Anuj Srivastava: Parameterization-Invariant Shape Statistics and Probabilistic Classification of Anatomical Surfaces. IPMI 2011: 147-158

Sebastian Kurtek, Anuj Srivastava, Wei Wu: Signal Estimation Under Random Time-Warpings and Nonlinear Signal Alignment. NIPS 2011: 675-683

Anuj Srivastava, James N. Damon, Ian L. Dryden, Ian H. Jermyn: Guest Editors' Introduction to the Special Section on Shape Analysis and Its Applications in Image Understanding. IEEE Trans. Pattern Anal. Mach. Intell. 32(4): 577-578 (2010)

Evgenia Rubinshtein, Anuj Srivastava: Optimal linear projections for enhancing desired data statistics. Statistics and Computing 20(3): 267-282 (2010)

Wei Liu, Anuj Srivastava, Jinfeng Zhang: Protein structure alignment using elastic shape analysis. BCB 2010: 62-70

Hassen Drira, Boulbaba Ben Amor, Mohamed Daoudi, Anuj Srivastava: Pose and Expression-Invariant 3D Face Recognition using Elastic Radial Curves. BMVC 2010: 1-11

Sebastian Kurtek, Eric Klassen, Zhaohua Ding, Anuj Srivastava: A novel riemannian framework for shape analysis of 3D objects. CVPR 2010: 1625-1632

Quentin Rentmeesters, Pierre-Antoine Absil, Paul Van Dooren, Kyle Gallivan, Anuj Srivastava: An efficient particle filtering technique on the Grassmann manifold. ICASSP 2010: 3838-3841

Jingyong Su, Zhiqiang Zhu, Anuj Srivastava, Fred Huffer: Detection of Shapes in 2D Point Clouds Generated from Images. ICPR 2010: 2640-2643

Ahmed Maalej, Boulbaba Ben Amor, Mohamed Daoudi, Anuj Srivastava, Stefano Berretti: Local 3D Shape Analysis for Facial Expression Recognition. ICPR 2010: 4129-4132

Meena Mani, Sebastian Kurtek, Christian Barillot, Anuj Srivastava: A comprehensive Riemannian framework for the analysis of white matter fiber tracts. ISBI 2010: 1101-1104

Pavan K. Turaga, Ashok Veeraraghavan, Anuj Srivastava, Rama Chellappa: Statistical Analysis on Manifolds and Its Applications to Video Analysis. Video Search and Mining 2010: 115-144

Boulbaba Ben Amor, Hassen Drira, Lahoucine Ballihi, Anuj Srivastava, Mohamed Daoudi: An experimental illustration of 3D facial shape analysis under facial expressions. Annales des Télécommunications 64(5-6): 369-379 (2009)

Shantanu H. Joshi, Anuj Srivastava: Intrinsic Bayesian Active Contours for Extraction of Object Boundaries in Images. International Journal of Computer Vision 81(3): 331-355 (2009)

Chafik Samir, Anuj Srivastava, Mohamed Daoudi, Eric Klassen: An Intrinsic Framework for Analysis of Facial Surfaces. International Journal of Computer Vision 82(1): 80-95 (2009)

Anuj Srivastava, Chafik Samir, Shantanu H. Joshi, Mohamed Daoudi: Elastic Shape Models for Face Analysis Using Curvilinear Coordinates. Journal of Mathematical Imaging and Vision 33(2): 253-265 (2009)

Anuj Srivastava, Ian H. Jermyn: Looking for Shapes in Two-Dimensional Cluttered Point Clouds. IEEE Trans. Pattern Anal. Mach. Intell. 31(9): 1616-1629 (2009)

Ashok Veeraraghavan, Anuj Srivastava, Amit K. Roy Chowdhury, Rama Chellappa: Rate-Invariant Recognition of Humans and Their Activities. IEEE Transactions on Image Processing 18(6): 1326-1339 (2009)

Hassen Drira, Boulbaba Ben Amor, Mohamed Daoudi, Anuj Srivastava: Nasal Region Contribution in 3D Face Biometrics Using Shape Analysis Framework. ICB 2009: 357-366

Hassen Drira, Boulbaba Ben Amor, Anuj Srivastava, Mohamed Daoudi: A Riemannian analysis of 3D nose shapes for partial human biometrics. ICCV 2009: 2050-2057

Chafik Samir, Pierre-Antoine Absil, Anuj Srivastava, Eric Klassen: Fitting Curves on Riemannian Manifolds Using Energy Minimization. MVA 2009: 422-425

Chafik Samir, Anuj Srivastava, Mohamed Daoudi, Sebastian Kurtek: On Analyzing Symmetry of Objects using Elastic Deformations. VISAPP (1) 2009: 194-200

Jan Mrázek, Shaohua Xie, Xiangxue Guo, Anuj Srivastava: AIMIE: a web-based environment for detection and interpretation of significant sequence motifs in prokaryotic genomes. Bioinformatics 24(8): 1041-1048 (2008)

Anuj Srivastava, Wei Liu, Shantanu H. Joshi: Modeling spatial patterns of shapes. ICIP 2008: 1144-1147

Mohamed Daoudi, Lahoucine Ballihi, Chafik Samir, Anuj Srivastava: Three-dimensional face recognition using elastic deformations of facial surfaces. ICME 2008: 97-100

Ming-Chang Chiang, Marina Barysheva, Agatha D. Lee, Sarah K. Madsen, Andrea D. Klunder, Arthur W. Toga, Katie McMahon, Greig I. de Zubicaray, Matthew Meredith, Margaret J. Wright, Anuj Srivastava, Nikolay Balov, Paul M. Thompson: Mapping genetic influences on brain fiber architecture with high angular resolution diffusion imaging (HARDI). ISBI 2008: 871-874

Ming-Chang Chiang, Marina Barysheva, Agatha D. Lee, Sarah K. Madsen, Andrea D. Klunder, Arthur W. Toga, Katie McMahon, Greig I. de Zubicaray, Matthew Meredith, Margaret J. Wright, Anuj Srivastava, Nikolay Balov, Paul M. Thompson: Brain Fiber Architecture, Genetics, and Intelligence: A High Angular Resolution Diffusion Imaging (HARDI) Study. MICCAI (1) 2008: 1060-1067

Washington Mio, Anuj Srivastava, Shantanu H. Joshi: On Shape of Plane Elastic Curves. International Journal of Computer Vision 73(3): 307-324 (2007)

Ulf Grenander, Anuj Srivastava, Sanjay Saini: A Pattern-Theoretic Characterization of Biological Growth. IEEE Trans. Med. Imaging 26(5): 648-659 (2007)

Shantanu H. Joshi, Eric Klassen, Anuj Srivastava, Ian Jermyn: A Novel Representation for Riemannian Analysis of Elastic Curves in Rⁿ. CVPR 2007

Anuj Srivastava, Ian Jermyn, Shantanu H. Joshi: Riemannian Analysis of Probability Density Functions with Applications in Vision. CVPR 2007

Shantanu H. Joshi, Eric Klassen, Anuj Srivastava, Ian Jermyn: Removing Shape-Preserving Transformations in Square-Root Elastic (SRE) Framework for Shape Analysis of Curves. EMMCVPR 2007: 387-398

Nikolay Balov, Anuj Srivastava, Chunming Li, Zhaohua Ding: Shape Analysis of Open Curves in R³ with Applications to Study of Fiber Tracts in DT-MRI Data. EMMCVPR 2007: 399-413

Chafik Samir, Mohamed Daoudi, Anuj Srivastava: Human identification using facial curves with extensions to joint shape-texture analysis. VISAPP (2) 2007: 253-256

Washington Mio, Anuj Srivastava, Xiuwen Liu: Contour Inferences for Image Understanding. International Journal of Computer Vision 69(1): 137-144 (2006)

Anuj Srivastava, Xiuwen Liu, Curt Hesher: Face recognition using optimal linear components of range images. Image Vision Comput. 24(3): 291-299 (2006)

Chafik Samir, Anuj Srivastava, Mohamed Daoudi: Three-Dimensional Face Recognition Using Shapes of Facial Curves. IEEE Trans. Pattern Anal. Mach. Intell. 28(11): 1858-1863 (2006)

Anuj Srivastava, Aastha Jain, Shantanu H. Joshi, David Kaziska: Statistical Shape Models Using Elastic-String Representations. ACCV (1) 2006: 612-621

Eric Klassen, Anuj Srivastava: Geodesics Between 3D Closed Curves Using Path-Straightening. ECCV (1) 2006: 95-106

David Kaziska, Anuj Srivastava: Cyclostationary Processes on Shape Spaces for Gait-Based Recognition. ECCV (2) 2006: 442-453

Ulf Grenander, Anuj Srivastava, Sanjay Saini: Characterization of biological growth using iterated diffeomorphisms. ISBI 2006: 1136-1139

Anuj Srivastava, Xiuwen Liu: Tools for application-driven linear dimension reduction. Neurocomputing 67: 136-160 (2005)

Anuj Srivastava, Shantanu H. Joshi, Washington Mio, Xiuwen Liu: Statistical Shape Analysis: Clustering, Learning, and Testing. IEEE Trans. Pattern Anal. Mach. Intell. 27(4): 590-602 (2005)

Robert Neher, Anuj Srivastava: A Bayesian MRF framework for labeling terrain using hyperspectral imaging. IEEE T. Geoscience and Remote Sensing 43(6): 1363-1374 (2005)

Anuj Srivastava, Sanjay Saini, Zhaohua Ding, Ulf Grenander: Maximum-Likelihood Estimation of Biological Growth Variables. EMMCVPR 2005: 107-118

Sajjad Baloch, Hamid Krim, Washington Mio, Anuj Srivastava: 3D curve interpolation and object reconstruction. ICIP (2) 2005: 982-985

Shantanu H. Joshi, Anuj Srivastava, Washington Mio: Elastic Shape Models for Interpolations of Curves in Image Sequences. IPMI 2005: 541-552

Xiuwen Liu, Anuj Srivastava, Kyle Gallivan: Optimal Linear Representations of Images for Object Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 26(5): 662-666 (2004)

Washington Mio, Anuj Srivastava: Elastic-String Models for Representation and Analysis of Planar Shapes. CVPR (2) 2004: 10-15

Washington Mio, Anuj Srivastava, Xiuwen Liu: Learning and Bayesian Shape Extraction for Object Recognition. ECCV (4) 2004: 62-73

Shantanu H. Joshi, Anuj Srivastava, Washington Mio, Xiuwen Liu: Hierarchical Organization of Shapes for Efficient Retrieval. ECCV (3) 2004: 570-581

Anuj Srivastava, Xiuwen Liu: Statistical hypothesis pruning for identifying faces from infrared images. Image Vision Comput. 21(7): 651-661 (2003)

Xiuwen Liu, Anuj Srivastava, DeLiang L. Wang: Intrinsic generalization analysis of low dimensional representations. Neural Networks 16(5-6): 537-545 (2003)

Eric Klassen, Anuj Srivastava, Washington Mio, Shantanu H. Joshi: Analysis of Planar Shapes Using Geodesic Paths on Shape Spaces. IEEE Trans. Pattern Anal. Mach. Intell. 26(3): 372-383 (2003)

Xiuwen Liu, Anuj Srivastava, Donghu Sun: Learning Optimal Representations for Image Retrieval Applications. CIVR 2003: 50-60

Xiuwen Liu, Anuj Srivastava, Kyle Gallivan: Optimal Linear Representations of Images for Object Recognition. CVPR (1) 2003: 229-234

Xiuwen Liu, Anuj Srivastava: Stochastic Search for Optimal Linear Representations of Images on Spaces with Orthogonality Constraints. EMMCVPR 2003: 3-20

Anuj Srivastava, Washington Mio, Eric Klassen, Shantanu H. Joshi: Geometric Analysis of Continuous, Planar Shapes. EMMCVPR 2003: 341-356

Anuj Srivastava, Xiuwen Liu, Washington Mio, Eric Klassen: A Computational Geometric Approach to Shape Analysis in Images. NIPS 2003

Anuj Srivastava, Xiuwen Liu, Ulf Grenander: Universal Analytical Forms for Modeling Image Probabilities. IEEE Trans. Pattern Anal. Mach. Intell. 24(9): 1200-1214 (2002)

Anuj Srivastava, Eric Klassen: Monte Carlo extrinsic estimators of manifold-valued parameters. IEEE Transactions on Signal Processing 50(2): 299-308 (2002)

Anuj Srivastava, Xiuwen Liu, Ulf Grenander: Analytical Image Models and Their Applications. ECCV (1) 2002: 37-51

Xiuwen Liu, Anuj Srivastava: Spaces and subspaces of images for recognition. ICIP (3) 2002: 313-316

Xiuwen Liu, Anuj Srivastava: A Spectral Representation for Appearance-Based Classification and Recognition. ICPR (1) 2002: 37-40

Ulf Grenander, Anuj Srivastava: Probability Models for Clutter in Natural Images. IEEE Trans. Pattern Anal. Mach. Intell. 23(4): 424-429 (2001)

Xiuwen Liu, DeLiang L. Wang, Anuj Srivastava: Image segmentation using local spectral histograms. ICIP (1) 2001: 70-73

Anuj Srivastava, Xiuwen Liu, Ulf Grenander: Analytical models for reduced spectral representations of images. ICIP (1) 2001: 153-156

Ulf Grenander, Anuj Srivastava: A compact probability model for natural clutter. ICIP (2) 2001: 560-563

Ulf Grenander, Anuj Srivastava, Michael I. Miller: Asymptotic performance analysis of Bayesian target recognition. IEEE Transactions on Information Theory 46(4): 1658-1665 (2000)

Anuj Srivastava: A Bayesian approach to geometric subspace estimation. IEEE Transactions on Signal Processing 48(5): 1390-1400 (2000)

Ulf Grenander, Michael I. Miller, Anuj Srivastava: Hilbert-Schmidt Lower Bounds for Estimators on Matrix Lie Groups for ATR. IEEE Trans. Pattern Anal. Mach. Intell. 20(8): 790-802 (1998)

Michael I. Miller, Anuj Srivastava, Ulf Grenander: Conditional-mean estimation via jump-diffusion processes in multiple target tracking/recognition. IEEE Transactions on Signal Processing 43(11): 2678-2690 (1995)