René Vidal

The Johns Hopkins University, Department of Biomedical Engineering

	2013
j23		Avinash Ravichandran, Rizwan Chaudhry, René Vidal: Categorizing Dynamic Textures Using a Bag of Dynamical Systems. IEEE Trans. Pattern Anal. Mach. Intell. 35(2): 342-353 (2013)
j22		Roberto Tron, Bijan Afsari, René Vidal: Riemannian Consensus for Manifolds With Bounded Curvature. IEEE Trans. Automat. Contr. 58(4): 921-934 (2013)
c87		Ferda Ofli, Rizwan Chaudhry, Gregorij Kurillo, René Vidal, Ruzena Bajcsy: Berkeley MHAD: A comprehensive Multimodal Human Action Database. WACV 2013: 53-60
	2012
j21		Ehsan Elhamifar, René Vidal: Block-Sparse Recovery via Convex Optimization. IEEE Transactions on Signal Processing 60(8): 4094-4107 (2012)
c86		Daniele Perrone, Avinash Ravichandran, René Vidal, Paolo Favaro: Image Priors for Image Deblurring with Uncertain Blur. BMVC 2012: 1-11
c85		Roberto Tron, Bijan Afsari, René Vidal: Intrinsic consensus on SO(3) with almost-global convergence. CDC 2012: 2052-2058
c84		Ferda Ofli, Rizwan Chaudhry, Gregorij Kurillo, René Vidal, Ruzena Bajcsy: Sequence of the Most Informative Joints (SMIJ): A new representation for human skeletal action recognition. CVPR Workshops 2012: 8-13
c83		Ehsan Elhamifar, Guillermo Sapiro, René Vidal: See all by looking at a few: Sparse modeling for finding representative objects. CVPR 2012: 1600-1607
c82		Bijan Afsari, Rizwan Chaudhry, Avinash Ravichandran, René Vidal: Group action induced distances for averaging and clustering Linear Dynamical Systems with applications to the analysis of dynamic scenes. CVPR 2012: 2208-2215
c81		Aastha Jain, Luca Zappella, Patrick McClure, René Vidal: Visual Dictionary Learning for Joint Object Categorization and Segmentation. ECCV (5) 2012: 718-731
c80		Lingling Tao, Ehsan Elhamifar, Sanjeev Khudanpur, Gregory D. Hager, René Vidal: Sparse Hidden Markov Models for Surgical Gesture Classification and Skill Evaluation. IPCAI 2012: 167-177
c79		Hasan Ertan Çetingül, Bijan Afsari, René Vidal: An algebraic solution to rotation recovery in HARDI from correspondences of orientation distribution functions. ISBI 2012: 38-41
c78		Hasan Ertan Çetingül, Bijan Afsari, Margaret J. Wright, Paul M. Thompson, René Vidal: Group action induced averaging for HARDI processing. ISBI 2012: 1389-1392
c77		Benjamín Béjar Haro, Luca Zappella, René Vidal: Surgical Gesture Classification from Video Data. MICCAI (1) 2012: 34-41
c76		Evan Schwab, Bijan Afsari, René Vidal: Estimation of Non-negative ODFs Using the Eigenvalue Distribution of Spherical Functions. MICCAI (2) 2012: 322-330
c75		Ehsan Elhamifar, Guillermo Sapiro, René Vidal: Finding Exemplars from Pairwise Dissimilarities via Simultaneous Sparse Recovery. NIPS 2012: 19-27
i7		Bijan Afsari, Roberto Tron, René Vidal: On The Convergence of Gradient Descent for Finding the Riemannian Center of Mass. CoRR abs/1201.0925 (2012)
i6		René Vidal, Yi Ma, Shankar Sastry: Generalized Principal Component Analysis (GPCA). CoRR abs/1202.4002 (2012)
i5		Ehsan Elhamifar, René Vidal: Sparse Subspace Clustering: Algorithm, Theory, and Applications. CoRR abs/1203.1005 (2012)
i4		Rizwan Chaudhry, Gregory D. Hager, René Vidal: Dynamic Template Tracking and Recognition. CoRR abs/1204.4476 (2012)
	2011
j20		Fabien Lauer, Gérard Bloch, René Vidal: A continuous optimization framework for hybrid system identification. Automatica 47(3): 608-613 (2011)
j19		Alvina Goh, Christophe Lenglet, Paul M. Thompson, René Vidal: A nonparametric Riemannian framework for processing high angular resolution diffusion images and its applications to ODF-based morphometry. NeuroImage 56(3): 1181-1201 (2011)
j18		Avinash Ravichandran, René Vidal: Video Registration Using Dynamic Textures. IEEE Trans. Pattern Anal. Mach. Intell. 33(1): 158-171 (2011)
j17		Dheeraj Singaraju, René Vidal: Estimation of Alpha Mattes for Multiple Image Layers. IEEE Trans. Pattern Anal. Mach. Intell. 33(7): 1295-1309 (2011)
j16		Yi Ma, Partha Niyogi, Guillermo Sapiro, René Vidal: Dimensionality Reduction via Subspace and Submanifold Learning [From the Guest Editors]. IEEE Signal Process. Mag. 28(2): 14-16 (2011)
j15		René Vidal: Subspace Clustering. IEEE Signal Process. Mag. 28(2): 52-68 (2011)
j14		Roberto Tron, René Vidal: Distributed Computer Vision Algorithms. IEEE Signal Process. Mag. 28(3): 32-45 (2011)
j13		Hasan Ertan Çetingül, Gernot Plank, Natalia A. Trayanova, René Vidal: Estimation of Local Orientations in Fibrous Structures With Applications to the Purkinje System. IEEE Trans. Biomed. Engineering 58(6): 1762-1772 (2011)
c74		Yin Chen, Roberto Tron, Andreas Terzis, René Vidal: Corrective consensus with asymmetric wireless links. CDC-ECE 2011: 6660-6665
c73		Roberto Tron, Bijan Afsari, René Vidal: Average consensus on Riemannian manifolds with bounded curvature. CDC-ECE 2011: 7855-7862
c72		Roberto Tron, René Vidal: Distributed computer vision algorithms through distributed averaging. CVPR 2011: 57-63
c71		Paolo Favaro, René Vidal, Avinash Ravichandran: A closed form solution to robust subspace estimation and clustering. CVPR 2011: 1801-1807
c70		Ehsan Elhamifar, René Vidal: Robust classification using structured sparse representation. CVPR 2011: 1873-1879
c69		Dheeraj Singaraju, René Vidal: Using global bag of features models in random fields for joint categorization and segmentation of objects. CVPR 2011: 2313-2319
c68		Diego Rother, René Vidal: A hypothesize-and-bound algorithm for simultaneous object classification, pose estimation and 3D reconstruction from a single 2D image. ICCV Workshops 2011: 553-560
c67		Hasan Ertan Çetingül, René Vidal: Sparse Riemannian manifold clustering for HARDI segmentation. ISBI 2011: 1750-1753
c66		Ehsan Elhamifar, René Vidal: Sparse Manifold Clustering and Embedding. NIPS 2011: 55-63
i3		Ehsan Elhamifar, René Vidal: Structured Sparse Recovery via Convex Optimization. CoRR abs/1104.0654 (2011)
i2		Diego Rother, Simon Schütz, René Vidal: A Computational Focus of Attention Mechanism to Process Shapes Efficiently: Theory. CoRR abs/1104.2580 (2011)
i1		Diego Rother, Siddharth Mahendran, René Vidal: Hypothesize and Bound: A . CoRR abs/1109.5730 (2011)
	2010
j12		Shankar Rao, Roberto Tron, René Vidal, Yi Ma: Motion Segmentation in the Presence of Outlying, Incomplete, or Corrupted Trajectories. IEEE Trans. Pattern Anal. Mach. Intell. 32(10): 1832-1845 (2010)
c65		Avinash Ravichandran, Paolo Favaro, René Vidal: A Unified Approach to Segmentation and Categorization of Dynamic Textures. ACCV (1) 2010: 425-438
c64		Fabien Lauer, Gérard Bloch, René Vidal: Nonlinear hybrid system identification with kernel models. CDC 2010: 696-701
c63		Yin Chen, Roberto Tron, Andreas Terzis, René Vidal: Corrective consensus: Converging to the exact average. CDC 2010: 1221-1228
c62		Jixin Li, Ehsan Elhamifar, I.-Jeng Wang, René Vidal: Consensus with robustness to outliers via distributed optimization. CDC 2010: 2111-2117
c61		Ehsan Elhamifar, René Vidal: Clustering disjoint subspaces via sparse representation. ICASSP 2010: 1926-1929
	2009
c60		Roberto Tron, René Vidal: Distributed image-based 3-D localization of camera sensor networks. CDC 2009: 901-908
c59		Dheeraj Singaraju, Leo Grady, René Vidal: P-brush: Continuous valued MRFs with normed pairwise distributions for image segmentation. CVPR 2009: 1303-1310
c58		Avinash Ravichandran, Rizwan Chaudhry, René Vidal: View-invariant dynamic texture recognition using a bag of dynamical systems. CVPR 2009: 1651-1657
c57		Hasan Ertan Çetingül, René Vidal: Intrinsic mean shift for clustering on Stiefel and Grassmann manifolds. CVPR 2009: 1896-1902
c56		Rizwan Chaudhry, Avinash Ravichandran, Gregory D. Hager, René Vidal: Histograms of oriented optical flow and Binet-Cauchy kernels on nonlinear dynamical systems for the recognition of human actions. CVPR 2009: 1932-1939
c55		Alvina Goh, Christophe Lenglet, Paul M. Thompson, René Vidal: A nonparametric Riemannian framework for processing high angular resolution diffusion images (HARDI). CVPR 2009: 2496-2503
c54		Ehsan Elhamifar, René Vidal: Sparse subspace clustering. CVPR 2009: 2790-2797
c53		Hasan Ertan Çetingül, Gernot Plank, Natalia A. Trayanova, René Vidal: Estimation of Multimodal Orientation Distribution Functions from Cardiac MRI for Tracking Purkinje Fibers Through Branchings. ISBI 2009: 839-842
c52		Alvina Goh, Christophe Lenglet, Paul M. Thompson, René Vidal: Estimating Orientation Distribution Functions with Probability Density Constraints and Spatial Regularity. MICCAI (1) 2009: 877-885
	2008
j11		René Vidal: Recursive identification of switched ARX systems. Automatica 44(9): 2274-2287 (2008)
j10		René Vidal, Roberto Tron, Richard Hartley: Multiframe Motion Segmentation with Missing Data Using PowerFactorization and GPCA. International Journal of Computer Vision 79(1): 85-105 (2008)
j9		René Vidal, Richard Hartley: Three-View Multibody Structure from Motion. IEEE Trans. Pattern Anal. Mach. Intell. 30(2): 214-227 (2008)
c51		Alvina Goh, René Vidal: Clustering and dimensionality reduction on Riemannian manifolds. CVPR 2008
c50		Shankar Rao, Roberto Tron, René Vidal, Yi Ma: Motion segmentation via robust subspace separation in the presence of outlying, incomplete, or corrupted trajectories. CVPR 2008
c49		Dheeraj Singaraju, Leo Grady, René Vidal: Interactive image segmentation via minimization of quadratic energies on directed graphs. CVPR 2008
c48		Dheeraj Singaraju, René Vidal: Interactive image matting for multiple layers. CVPR 2008
c47		Alvina Goh, René Vidal: Segmenting Fiber Bundles in Diffusion Tensor Images. ECCV (3) 2008: 238-250
c46		Richard Hartley, René Vidal: Perspective Nonrigid Shape and Motion Recovery. ECCV (1) 2008: 276-289
c45		Avinash Ravichandran, René Vidal: Video Registration Using Dynamic Textures. ECCV (2) 2008: 514-526
c44		Laurent Bako, René Vidal: Algebraic Identification of MIMO SARX Models. HSCC 2008: 43-57
c43		Mihály Petreczky, René Vidal: Realization Theory for Discrete-Time Semi-algebraic Hybrid Systems. HSCC 2008: 386-400
c42		Roberto Tron, René Vidal, Andreas Terzis: Distributed pose averaging in camera networks via consensus on SE(3). ICDSC 2008: 1-10
c41		Hasan Ertan Çetingül, René Vidal, Gernot Plank, Natalia A. Trayanova: Nonlinear filtering for extracting orientation and tracing tubular structures in 2-D medical images. ISBI 2008: 260-263
c40		Alvina Goh, René Vidal: Unsupervised Riemannian Clustering of Probability Density Functions. ECML/PKDD (1) 2008: 377-392
	2007
j8		Simone Paoletti, Aleksandar Lj. Juloski, Giancarlo Ferrari-Trecate, René Vidal: Identification of Hybrid Systems: A Tutorial. Eur. J. Control 13(2-3): 242-260 (2007)
j7		S. V. N. Vishwanathan, Alexander J. Smola, René Vidal: Binet-Cauchy Kernels on Dynamical Systems and its Application to the Analysis of Dynamic Scenes. International Journal of Computer Vision 73(1): 95-119 (2007)
c39		Alvina Goh, René Vidal: Segmenting Motions of Different Types by Unsupervised Manifold Clustering. CVPR 2007
c38		Ting Li, Vinutha Kallem, Dheeraj Singaraju, René Vidal: Projective Factorization of Multiple Rigid-Body Motions. CVPR 2007
c37		Roberto Tron, René Vidal: A Benchmark for the Comparison of 3-D Motion Segmentation Algorithms. CVPR 2007
c36		Mihály Petreczky, René Vidal: Metrics and Topology for Nonlinear and Hybrid Systems. HSCC 2007: 459-472
c35		René Vidal, Paolo Favaro: DynamicBoost: Boosting Time Series Generated by Dynamical Systems. ICCV 2007: 1-6
c34		Atiyeh Ghoreyshi, René Vidal: Epicardial Segmentation in Dynamic Cardiac Mr Sequences Using Priors On Shape, Intensity, and Dynamics, in a Level Set Framework. ISBI 2007: 860-863
e1		René Vidal, Anders Heyden, Yi Ma (Eds.): Dynamical Vision, ICCV 2005 and ECCV 2006 Workshops, WDV 2005 and WDV 2006, Beijing, China, October 21, 2005, Graz, Austria, May 13, 2006. Revised Papers. Lecture Notes in Computer Science 4358, Springer 2007, isbn 978-3-540-70931-2
	2006
j6		René Vidal, Yi Ma, Stefano Soatto, Shankar Sastry: Two-View Multibody Structure from Motion. International Journal of Computer Vision 68(1): 7-25 (2006)
j5		René Vidal, Yi Ma: A Unified Algebraic Approach to 2-D and 3-D Motion Segmentation and Estimation. Journal of Mathematical Imaging and Vision 25(3): 403-421 (2006)
c33		Dheeraj Singaraju, René Vidal: A Bottom up Algebraic Approach to Motion Segmentation. ACCV (1) 2006: 286-296
c32		Xiaodong Fan, René Vidal: The Space of Multibody Fundamental Matrices: Rank, Geometry and Projection. WDV 2006: 1-17
c31		Dheeraj Singaraju, René Vidal: Direct Segmentation of Multiple 2-D Motion Models of Different Types. WDV 2006: 18-33
c30		Atiyeh Ghoreyshi, René Vidal: Segmenting Dynamic Textures with Ising Descriptors, ARX Models and Level Sets. WDV 2006: 127-141
c29		René Vidal, Daniel Abretske: Nonrigid Shape and Motion from Multiple Perspective Views. ECCV (2) 2006: 205-218
c28		Alvina Goh, René Vidal: Algebraic Methods for Direct and Feature Based Registration of Diffusion Tensor Images. ECCV (3) 2006: 514-525
c27		Le Lu, René Vidal: Combined central and subspace clustering for computer vision applications. ICML 2006: 593-600
c26		Avinash Ravichandran, René Vidal, Henry Halperin: Segmenting a beating heart using polysegment and Spatial GPCA. ISBI 2006: 634-637
c25		Alvina Goh, René Vidal: An algebraic solution to rigid registration of diffusion tensor images. ISBI 2006: 642-645
c24		René Vidal: Online Clustering of Moving Hyperplanes. NIPS 2006: 1433-1440
	2005
j4		René Vidal, Yi Ma, Shankar Sastry: Generalized Principal Component Analysis (GPCA). IEEE Trans. Pattern Anal. Mach. Intell. 27(12): 1945-1959 (2005)
c23		René Vidal, Dheeraj Singaraju: A Closed Form Solution to Direct Motion Segmentation. CVPR (2) 2005: 510-515
c22		René Vidal, Avinash Ravichandran: Optical Flow Estimation and Segmentation of Multiple Moving Dynamic Textures. CVPR (2) 2005: 516-521
c21		Aleksandar Lj. Juloski, W. P. M. H. Heemels, Giancarlo Ferrari-Trecate, René Vidal, Simone Paoletti, J. H. G. Niessen: Comparison of Four Procedures for the Identification of Hybrid Systems. HSCC 2005: 354-369
c20		Yi Ma, René Vidal: Identification of Deterministic Switched ARX Systems via Identification of Algebraic Varieties. HSCC 2005: 449-465
c19		René Vidal: Multi-Subspace Methods for Motion Segmentation from Affine, Perspective and Central Panoramic Cameras. ICRA 2005: 1216-1221
	2004
j3		Yi Ma, Kun Huang, René Vidal, Jana Kosecka, Shankar Sastry: Rank Conditions on the Multiple-View Matrix. International Journal of Computer Vision 59(2): 115-137 (2004)
c18		René Vidal, Richard I. Hartley: Motion Segmentation with Missing Data Using PowerFactorization and GPCA. CVPR (2) 2004: 310-316
c17		René Vidal, Yi Ma, Jacopo Piazzi: A New GPCA Algorithm for Clustering Subspaces by Fitting, Differentiating and Dividing Polynomials. CVPR (1) 2004: 510-517
c16		Kun Huang, Yi Ma, René Vidal: Minimum Effective Dimension for Mixtures of Subspaces: A Robust GPCA Algorithm and Its Applications. CVPR (2) 2004: 631-638
c15		Richard I. Hartley, René Vidal: The Multibody Trifocal Tensor: Motion Segmentation from 3 Perspective Views. CVPR (1) 2004: 769-775
c14		René Vidal, Yi Ma: A Unified Algebraic Approach to 2-D and 3-D Motion Segmentation. ECCV (1) 2004: 1-15
c13		Domingo Mery, Felipe Ochoa, René Vidal: Tracking of Points in a Calibrated and Noisy Image Sequence. ICIAR (1) 2004: 647-654
	2003
c12		René Vidal, Shankar Sastry: Optimal Segmentation of Dynamic Scenes from Two Perspective Views. CVPR (2) 2003: 281-286
c11		René Vidal, Yi Ma, Shankar Sastry: Generalized Principal Component Analysis (GPCA). CVPR (1) 2003: 621-628
c10		René Vidal, Alessandro Chiuso, Stefano Soatto, Shankar Sastry: Observability of Linear Hybrid Systems. HSCC 2003: 526-539
c9		Omid Shakernia, René Vidal, Shankar Sastry: Multibody motion estimation and segmentation from multiple central panoramic views. ICRA 2003: 571-576
c8		René Vidal, Omid Shakernia, Shankar Sastry: Formation control of nonholonomic mobile robots with omnidirectional visual servoing and motion segmentation. ICRA 2003: 584-589
c7		Noah Cowan, Omid Shakernia, René Vidal, Shankar Sastry: Vision-based follow-the-leader. IROS 2003: 1796-1801
	2002
j2		René Vidal, Omid Shakernia, H. Jin Kim, David Hyunchul Shim, Shankar Sastry: Probabilistic pursuit-evasion games: theory, implementation, and experimental evaluation. IEEE Transactions on Robotics 18(5): 662-669 (2002)
c6		René Vidal, John Oliensis: Structure from Planar Motions with Small Baselines. ECCV (2) 2002: 383-398
c5		Omid Shakernia, René Vidal, Courtney S. Sharp, Yi Ma, Shankar Sastry: Multiple View Motion Estimation and Control for Landing an Unmanned Aerial Vehicle. ICRA 2002: 2793-2798
	2001
j1		Julio Concha, Aldo Cipriano, René Vidal: Design of fuzzy controllers based on stability analysis. Fuzzy Sets and Systems 121(1): 25-38 (2001)
c4		René Vidal, Yi Ma, Shawn Hsu, Shankar Sastry: Optimal Motion Estimation from Multiview Normalized Epipolar Constraint. ICCV 2001: 34-41
c3		René Vidal, Shahid Rashid, Courtney S. Sharp, Omid Shakernia, Jin Kim, Shankar Sastry: Pursuit-Evasion Games with Unmanned Ground and Aerial Vehicles. ICRA 2001: 2948-2955
	2000
c2		Yi Ma, René Vidal, Jana Kosecka, Shankar Sastry: Kruppa Equation Revisited: Its Renormalization and Degeneracy. ECCV (2) 2000: 561-577
c1		René Vidal, Shawn Schaffert, John Lygeros, Shankar Sastry: Controlled Invariance of Discrete Time Systems. HSCC 2000: 437-450

Coauthor Index

Colors in the list of coauthors

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