René Vidal

发表

Sparse Recovery over Graph Incidence Matrices: Polynomial Time Guarantees and Location Dependent Performance pdf

Daniel P. Robinson, Enrique Mallada, Mengnan Zhao, 2018, ArXiv.

Relax, and Accelerate: A Continuous Perspective on ADMM

Daniel P. Robinson, René Vidal, Guilherme França, 2018 .

Scalable Sparse Subspace Clustering by Orthogonal Matching Pursuit

Daniel P. Robinson, René Vidal, Chong You, 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Guest Editorial: Special Section on CVPR 2014

Ronen Basri, René Vidal, Cornelia Fermüller, 2016, IEEE Trans. Pattern Anal. Mach. Intell..

Efficient Object Localization and Pose Estimation with 3D Wireframe Models

René Vidal, Erdem Yörük, 2013, 2013 IEEE International Conference on Computer Vision Workshops.

Dimensionality Reduction via Subspace and Submanifold Learning

Guillermo Sapiro, René Vidal, Partha Niyogi, 2011 .

Segmenting a beating heart using polysegment and Spatial GPCA

René Vidal, Avinash Ravichandran, Henry Halperin, 2006, 3rd IEEE International Symposium on Biomedical Imaging: Nano to Macro, 2006..

Introduction to the Issue on Robust Subspace Learning and Tracking: Theory, Algorithms, and Applications

René Vidal, Namrata Vaswani, Thierry Bouwmans, 2018, IEEE J. Sel. Top. Signal Process..

Fast Jacobi-type algorithm for computing distances between linear dynamical systems

René Vidal, Nicolas D. Jimenez, Bijan Afsari, 2013, 2013 European Control Conference (ECC).

Perspective Nonrigid Shape and Motion Recovery

René Vidal, Richard I. Hartley, R. Vidal, 2008, ECCV.

System for classifying rocks by using artificial vision and a robot arm

Aldo Cipriano, René Vidal, 1997, ISIE '97 Proceeding of the IEEE International Symposium on Industrial Electronics.

Joint Dictionary and Classifier Learning for Categorization of Images Using a Max-margin Framework

René Vidal, Domingo Mery, Hans Lobel, 2013, PSIVT.

Segmenting Fiber Bundles in Diffusion Tensor Images

René Vidal, Alvina Goh, 2008, ECCV.

Surgical Gesture Segmentation and Recognition

Gregory D. Hager, René Vidal, Luca Zappella, 2013, MICCAI.

Direct Segmentation of Multiple 2-D Motion Models of Different Types

René Vidal, Dheeraj Singaraju, 2006, WDV.

Distributed image-based 3-D localization of camera sensor networks

René Vidal, Roberto Tron, R. Vidal, 2009, Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference.

Realization theory of stochastic jump-Markov linear systems

René Vidal, Mihály Petreczky, R. Vidal, 2007, 2007 46th IEEE Conference on Decision and Control.

Guest Editorial: Best Papers from ICCV 2015

Katsushi Ikeuchi, René Vidal, Christoph Schnörr, 2017, International Journal of Computer Vision.

Algebraic Identification of MIMO SARX Models

René Vidal, Laurent Bako, 2008, HSCC.

Estimation of multimodal orientation distribution functions from cardiac MRI for tracking Purkinje fibers through branchings

René Vidal, Gernot Plank, Natalia A. Trayanova, 2009, 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Spatial-Angular Sparse Coding for HARDI

René Vidal, Evan Schwab, Nicolas Charon, 2016, MICCAI.

Blood cell detection and counting in holographic lens-free imaging by convolutional sparse dictionary learning and coding

René Vidal, Benjamin D. Haeffele, Florence Yellin, 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017).

Optimal motion estimation from multiple images by normalized epipolar constraint

S. Shankar Sastry, René Vidal, Yi Ma, 2001, Commun. Inf. Syst..

Average consensus on Riemannian manifolds with bounded curvature

René Vidal, Roberto Tron, Bijan Afsari, 2011, IEEE Conference on Decision and Control and European Control Conference.

Nonlinear hybrid system identification with kernel models

René Vidal, Gérard Bloch, Fabien Lauer, 2010, 49th IEEE Conference on Decision and Control (CDC).

Interactive image segmentation via minimization of quadratic energies on directed graphs

Leo Grady, René Vidal, Dheeraj Singaraju, 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

Tracking of Points in a Calibrated and Noisy Image Sequence

René Vidal, Domingo Mery, Felipe Ochoa, 2004, ICIAR.

Dual Principal Component Pursuit: Improved Analysis and Efficient Algorithms

Daniel P. Robinson, René Vidal, Zhihui Zhu, 2018, NeurIPS.

Sparse Subspace Clustering: Algorithm, Theory, and Applications

René Vidal, Ehsan Elhamifar, R. Vidal, 2012, IEEE transactions on pattern analysis and machine intelligence.

A nonconvex formulation for low rank subspace clustering: algorithms and convergence analysis

Hao Jiang, Daniel P. Robinson, René Vidal, 2018, Comput. Optim. Appl..

A Unified Algebraic Approach to 2-D and 3-D Motion Segmentation

René Vidal, Yi Ma, Yi Ma, 2004, ECCV.

Structured Low-Rank Matrix Factorization: Global Optimality, Algorithms, and Applications

René Vidal, Benjamin D. Haeffele, B. Haeffele, 2017, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Algebraic Clustering of Affine Subspaces

René Vidal, Manolis C. Tsakiris, R. Vidal, 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Rank Conditions of the Multiple View Matrix in Multiple View Geometry

S. Shankar Sastry, René Vidal, Yi Ma, 2001 .

Estimating Orientation Distribution Functions with Probability Density Constraints and Spatial Regularity

Christophe Lenglet, Paul M. Thompson, René Vidal, 2009, MICCAI.

Riemannian Consensus for Manifolds With Bounded Curvature

René Vidal, Roberto Tron, Bijan Afsari, 2012, IEEE Transactions on Automatic Control.

Coarse-to-Fine Semantic Video Segmentation Using Supervoxel Trees

René Vidal, Aastha Jain, Shuanak Chatterjee, 2013, 2013 IEEE International Conference on Computer Vision.

Probabilistic pursuit-evasion games: theory, implementation, and experimental evaluation

S. Shankar Sastry, H. Jin Kim, René Vidal, 2002, IEEE Trans. Robotics Autom..

High angular resolution light field reconstruction with coded-aperture mask

René Vidal, Zhaolin Xiao, Guoqing Zhou, 2017, 2017 IEEE International Conference on Image Processing (ICIP).

Estimation of Non-negative ODFs Using the Eigenvalue Distribution of Spherical Functions

René Vidal, Bijan Afsari, Evan Schwab, 2012, MICCAI.

An Analysis of Dropout for Matrix Factorization pdf

René Vidal, Vittorio Murino, Jacopo Cavazza, 2017, ArXiv.

Vision-based follow-the-leader

S. Shankar Sastry, René Vidal, Noah J. Cowan, 2003, Proceedings 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2003) (Cat. No.03CH37453).

Dropout as a Low-Rank Regularizer for Matrix Factorization

René Vidal, Vittorio Murino, Jacopo Cavazza, 2017, AISTATS.

Structured Sparse Subspace Clustering: A Joint Affinity Learning and Subspace Clustering Framework

René Vidal, Chong You, Chun-Guang Li, 2016, IEEE Transactions on Image Processing.

View-invariant dynamic texture recognition using a bag of dynamical systems

René Vidal, Arunkumar Ravichandran, Rizwan Chaudhry, 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.

Nonrigid Shape and Motion from Multiple Perspective Views

René Vidal, Daniel Abretske, R. Vidal, 2006, ECCV.

Learning Shared, Discriminative, and Compact Representations for Visual Recognition

René Vidal, Hans Lobel, Alvaro Soto, 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Generalized Principal Component Analysis

S. Shankar Sastry, René Vidal, Yi Ma, 2016, Interdisciplinary applied mathematics.

Segmentation of High Angular Resolution Diffusion MRI Using Sparse Riemannian Manifold Clustering

Paul M. Thompson, René Vidal, Hasan Ertan Çetingül, 2014, IEEE Transactions on Medical Imaging.

String Motif-Based Description of Tool Motion for Detecting Skill and Gestures in Robotic Surgery

Gregory D. Hager, Narges Ahmidi, René Vidal, 2013, MICCAI.

Oracle Based Active Set Algorithm for Scalable Elastic Net Subspace Clustering

Daniel P. Robinson, René Vidal, Chong You, 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Low rank subspace clustering (LRSC)

René Vidal, Paolo Favaro, R. Vidal, 2014, Pattern Recognit. Lett..

Distributed Computer Vision Algorithms

René Vidal, Roberto Tron, R. Vidal, 2011, IEEE Signal Processing Magazine.

An algebraic solution to rotation recovery in HARDI from correspondences of orientation distribution functions

René Vidal, Bijan Afsari, Hasan Ertan Çetingül, 2012, 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI).

Histograms of oriented optical flow and Binet-Cauchy kernels on nonlinear dynamical systems for the recognition of human actions

Gregory D. Hager, René Vidal, Avinash Ravichandran, 2009, CVPR.

The multibody trifocal tensor: motion segmentation from 3 perspective views

René Vidal, Richard I. Hartley, R. Vidal, 2004, Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004..

Structure from Small Baseline Motion with Central Panoramic Cameras

S. Shankar Sastry, René Vidal, Omid Shakernia, 2003, 2003 Conference on Computer Vision and Pattern Recognition Workshop.

Temporal Convolutional Networks for Action Segmentation and Detection

Gregory D. Hager, Austin Reiter, René Vidal, 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Berkeley MHAD: A comprehensive Multimodal Human Action Database

Ruzena Bajcsy, René Vidal, Gregorij Kurillo, 2013, 2013 IEEE Workshop on Applications of Computer Vision (WACV).

Bundle Reduction and the Alignment Distance on Spaces of State-Space LTI Systems

René Vidal, Bijan Afsari, R. Vidal, 2017, IEEE Transactions on Automatic Control.

Sparse Subspace Clustering by Orthogonal Matching Pursuit pdf

René Vidal, Chong You, R. Vidal, 2015, ArXiv.

A Robotic Classifier of Rocks: An Integration of Artificial Vision and Robotics

René Vidal, Aldo Cipriano, 1998 .

A closed form solution to direct motion segmentation

René Vidal, Dheeraj Singaraju, 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).

Bio-inspired Dynamic 3D Discriminative Skeletal Features for Human Action Recognition

Ruzena Bajcsy, René Vidal, Gregorij Kurillo, 2013, 2013 IEEE Conference on Computer Vision and Pattern Recognition Workshops.

Nonconvex Robust Low-rank Matrix Recovery

Xiao Li, René Vidal, Anthony Man-Cho So, 2018, SIAM J. Optim..

Sparse Subspace Clustering with Missing Entries

Daniel P. Robinson, René Vidal, Congyuan Yang, 2015, ICML.

Rotation Invariant Features for HARDI

René Vidal, Bijan Afsari, Hasan Ertan Çetingül, 2013, IPMI.

Online Clustering of Moving Hyperplanes

René Vidal, R. Vidal, 2006, NIPS.

Distributed optimization on manifolds for consensus algorithms and camera network localization

René Vidal, Roberto Tron, 2012 .

Efficient Reconstruction of Holographic Lens-Free Images by Sparse Phase Recovery

René Vidal, Geert Vanmeerbeeck, Benjamin D. Haeffele, 2017, MICCAI.

Intrinsic mean shift for clustering on Stiefel and Grassmann manifolds

René Vidal, Hasan Ertan Çetingül, 2009, CVPR.

A Unified Algebraic Approach to 2-D and 3-D Motion Segmentation and Estimation

René Vidal, Yi Ma, Yi Ma, 2006, Journal of Mathematical Imaging and Vision.

Sparse Hidden Markov Models for Surgical Gesture Classification and Skill Evaluation

Gregory D. Hager, René Vidal, Sanjeev Khudanpur, 2012, IPCAI.

Video Registration Using Dynamic Textures

René Vidal, Avinash Ravichandran, R. Vidal, 2008, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Automated Grouping of Action Potentials of Human Embryonic Stem Cell-Derived Cardiomyocytes

René Vidal, Leslie Tung, Giann Gorospe, 2014, IEEE Transactions on Biomedical Engineering.

Ieee Journal of Selected Topics in Signal Processing, Vol. X, No. X, Month 20xx 1 Latent Space Sparse and Low-rank Subspace Clustering

René Vidal, Vishal M. Patel, Hien Van Nguyen, 2022 .

Temporal Convolutional Networks: A Unified Approach to Action Segmentation pdf

Gregory D. Hager, Austin Reiter, René Vidal, 2016, ECCV Workshops.

Intrinsic consensus on SO(3) with almost-global convergence

René Vidal, Roberto Tron, Bijan Afsari, 2012, 2012 IEEE 51st IEEE Conference on Decision and Control (CDC).

How does Quality of Formalized Software Processes Affect Adoption?

René Vidal, Romain Robbes, M. Cecilia Bastarrica, 2014, CAiSE.

Finding Exemplars from Pairwise Dissimilarities via Simultaneous Sparse Recovery

Guillermo Sapiro, René Vidal, Ehsan Elhamifar, 2012, NIPS.

Segmenting Dynamic Textures with Ising Descriptors, ARX Models and Level Sets

René Vidal, Atiyeh Ghoreyshi, R. Vidal, 2006, WDV.

Metrics and Topology for Nonlinear and Hybrid Systems

René Vidal, Mihály Petreczky, R. Vidal, 2007, HSCC.

Information Pursuit: A Bayesian Framework for Sequential Scene Parsing pdf

Ehsan Jahangiri, René Vidal, Donald Geman, 2017, ArXiv.

Combined central and subspace clustering for computer vision applications

René Vidal, Le Lu, R. Vidal, 2006, ICML.

Multi-Subspace Methods for Motion Segmentation from Affine, Perspective and Central Panoramic Cameras

René Vidal, 2005, Proceedings of the 2005 IEEE International Conference on Robotics and Automation.

A closed form solution to robust subspace estimation and clustering

René Vidal, Avinash Ravichandran, Paolo Favaro, 2011, CVPR 2011.

Optimal segmentation of dynamic scenes from two perspective views

S. Shankar Sastry, René Vidal, S. Sastry, 2003, 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Proceedings..

A Bottom up Algebraic Approach to Motion Segmentation

René Vidal, Dheeraj Singaraju, 2006, ACCV.

Recurrent Neural Networks for Classifying Human Embryonic Stem Cell-Derived Cardiomyocytes

René Vidal, Carolina Pacheco, 2018, MICCAI.

Structured Sparse Recovery via Convex Optimization pdf

René Vidal, Ehsan Elhamifar, R. Vidal, 2011, arXiv.org.

An Improved Model for Segmentation and Recognition of Fine-Grained Activities with Application to Surgical Training Tasks

Gregory D. Hager, René Vidal, Colin Lea, 2015, 2015 IEEE Winter Conference on Applications of Computer Vision.

Optical flow estimation & segmentation of multiple moving dynamic textures

René Vidal, Avinash Ravichandran, R. Vidal, 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).

Three-View Multibody Structure from Motion

René Vidal, Richard I. Hartley, R. Vidal, 2008, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Robust classification using structured sparse representation

René Vidal, Ehsan Elhamifar, R. Vidal, 2011, CVPR 2011.

Efficient Segmental Inference for Spatiotemporal Modeling of Fine-grained Actions pdf

Gregory D. Hager, Austin Reiter, René Vidal, 2016, ArXiv.

Using Automatic HARDI Feature Selection, Registration, and Atlas Building to Characterize the Neuroanatomy of Aβ Pathology

Michael W. Weiner, René Vidal, Michael A. Yassa, 2016 .

Formation control of nonholonomic mobile robots with omnidirectional visual servoing and motion segmentation

S. Shankar Sastry, René Vidal, Omid Shakernia, 2003, 2003 IEEE International Conference on Robotics and Automation (Cat. No.03CH37422).

Video Registration Using Dynamic Textures

René Vidal, Avinash Ravichandran, 2011, IEEE Trans. Pattern Anal. Mach. Intell..

Linear systems with sparse inputs: Observability and input recovery

René Vidal, Noah J. Cowan, Shahin Sefati, 2015, 2015 American Control Conference (ACC).

The alignment distance on Spaces of Linear Dynamical Systems

René Vidal, Bijan Afsari, 2013, 52nd IEEE Conference on Decision and Control.

Generalized principal component analysis (GPCA)

S. Shankar Sastry, René Vidal, Yi Ma, 2003, 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2003. Proceedings..

Distributed pose averaging in camera networks via consensus on SE(3)

Andreas Terzis, René Vidal, Roberto Tron, 2008, 2008 Second ACM/IEEE International Conference on Distributed Smart Cameras.

Latent Space Sparse Subspace Clustering

René Vidal, Vishal M. Patel, Hien Van Nguyen, 2013, 2013 IEEE International Conference on Computer Vision.

Distributed Consensus Algorithms for Image-Based Localization in Camera Sensor Networks

Andreas Terzis, René Vidal, Roberto Tron, 2011 .

A Factorization Method for 3 D Multi-body Motion Estimation and Segmentation ∗

René Vidal, 2002 .

Open-Universe Theory for Bayesian Inference, Decision, and Sensing (OUTBIDS)

Andreas Terzis, René Vidal, Stuart J. Russell, 2014 .

Algebraic Methods for Direct and Feature Based Registration of Diffusion Tensor Images

René Vidal, Alvina Goh, 2006, ECCV.

Filtrated Spectral Algebraic Subspace Clustering

René Vidal, Manolis C. Tsakiris, 2015, 2015 IEEE International Conference on Computer Vision Workshop (ICCVW).

Global Optimality in Neural Network Training

René Vidal, Benjamin D. Haeffele, B. Haeffele, 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Minimum effective dimension for mixtures of subspaces: a robust GPCA algorithm and its applications

Kun Huang, René Vidal, Yi Ma, 2004, Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004..

Multiple view motion estimation and control for landing an unmanned aerial vehicle

S. Shankar Sastry, René Vidal, Yi Ma, 2002, Proceedings 2002 IEEE International Conference on Robotics and Automation (Cat. No.02CH37292).

Identification of Switched Linear State Space Models without Dwell Time

René Vidal, Laurent Bako, Guillaume MercÃ¨re, 2009 .

A System Theoretic Approach to Synthesis and Classification of Lip Articulation

René Vidal, Hasan Ertan Çetingül, Rizwan Chaudhry, 2007 .

Motion Segmentation in the Presence of Outlying, Incomplete, or Corrupted Trajectories

René Vidal, Yi Ma, Roberto Tron, 2010, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Provable Self-Representation Based Outlier Detection in a Union of Subspaces

Daniel P. Robinson, René Vidal, Chong You, 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

Controlled Invariance of Discrete Time Systems

John Lygeros, S. Shankar Sastry, René Vidal, 2000, HSCC.

Filtrated Algebraic Subspace Clustering

René Vidal, Manolis C. Tsakiris, R. Vidal, 2015, SIAM J. Imaging Sci..

A nonparametric Riemannian framework for processing high angular resolution diffusion images and its applications to ODF-based morphometry

Christophe Lenglet, Paul M. Thompson, René Vidal, 2011, NeuroImage.

Corrective consensus with asymmetric wireless links

Yin Chen, Andreas Terzis, René Vidal, 2011, IEEE Conference on Decision and Control and European Control Conference.

Abstract algebraic-geometric subspace clustering

René Vidal, Manolis C. Tsakiris, R. Vidal, 2014, 2014 48th Asilomar Conference on Signals, Systems and Computers.

3D Pose Regression Using Convolutional Neural Networks

René Vidal, Haider Ali, Siddharth Mahendran, 2017, 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Initial-state invariant Binet-Cauchy kernels for the comparison of Linear Dynamical Systems

René Vidal, Rizwan Chaudhry, 2013, 52nd IEEE Conference on Decision and Control.

Proceedings of the 2005/2006 international conference on Dynamical vision

René Vidal, Yi Ma, Anders Heyden, 2006 .

A hypothesize-and-bound algorithm for simultaneous object classification, pose estimation and 3D reconstruction from a single 2D image

René Vidal, Diego Rother, 2011, 2011 IEEE International Conference on Computer Vision Workshops (ICCV Workshops).

DynamicBoost: Boosting Time Series Generated by Dynamical Systems

René Vidal, Paolo Favaro, 2007, 2007 IEEE 11th International Conference on Computer Vision.

Group action induced averaging for HARDI processing

Paul M. Thompson, René Vidal, Bijan Afsari, 2012, 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI).

A Metamorphosis Distance for Embryonic Cardiac Action Potential Interpolation and Classification

René Vidal, Laurent Younes, Leslie Tung, 2013, MICCAI.

Distributed 3-D Localization of Camera Sensor Networks From 2-D Image Measurements

René Vidal, Roberto Tron, R. Vidal, 2014, IEEE Transactions on Automatic Control.

Binet-Cauchy Kernels on Dynamical Systems and its Application to the Analysis of Dynamic Scenes

Alexander J. Smola, René Vidal, S. V. N. Vishwanathan, 2007, International Journal of Computer Vision.

Separable Dictionary Learning with Global Optimality and Applications to Diffusion MRI pdf

René Vidal, Benjamin D. Haeffele, Evan Schwab, 2018, ArXiv.

Motion segmentation via robust subspace separation in the presence of outlying, incomplete, or corrupted trajectories

René Vidal, Yi Ma, Roberto Tron, 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

A Dataset and Benchmarks for Segmentation and Recognition of Gestures in Robotic Surgery

Gregory D. Hager, Narges Ahmidi, René Vidal, 2017, IEEE Transactions on Biomedical Engineering.

Sequence of the Most Informative Joints (SMIJ): A new representation for human skeletal action recognition

Ruzena Bajcsy, René Vidal, Gregorij Kurillo, 2012, 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops.

Omnidirectional Egomotion Estimation From Back-projection Flow

S. Shankar Sastry, René Vidal, Omid Shakernia, 2003, 2003 Conference on Computer Vision and Pattern Recognition Workshop.

Multiframe Motion Segmentation with Missing Data Using PowerFactorization and GPCA

René Vidal, Roberto Tron, Richard I. Hartley, 2004, Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004..

On Geometric Analysis of Affine Sparse Subspace Clustering

René Vidal, Chong You, Chun-Guang Li, 2018, IEEE Journal of Selected Topics in Signal Processing.

Nonlinear filtering for extracting orientation and tracing tubular structures in 2-D medical images

René Vidal, Gernot Plank, Natalia A. Trayanova, 2008, 2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Identification of Deterministic Switched ARX Systems via Identification of Algebraic Varieties

René Vidal, Yi Ma, Yi Ma, 2005, HSCC.

Recognition of Visual Dynamical Processes: Theory, Kernels, and Experimental Evaluation

René Vidal, Rizwan Chaudhry, Rizwan Ahmed Chaudhry, 2009 .

A hierarchical approach to probabilistic pursuit-evasion games with unmanned ground and aerial vehicles

René Vidal, S. Shankar Sastry, David Hyunchul Shim, 2001, Proceedings of the 40th IEEE Conference on Decision and Control (Cat. No.01CH37228).

Segmentation of circular casting defects using a robust algorithm

René Vidal, Domingo Mery, A. Ghoreyshi, 2005 .

Dimensionality Reduction via Subspace and Submanifold Learning [From the Guest Editors]

Guillermo Sapiro, René Vidal, Yi Ma, 2011, IEEE Signal Process. Mag..

Learning convolutional action primitives for fine-grained action recognition

Gregory D. Hager, René Vidal, Colin Lea, 2016, 2016 IEEE International Conference on Robotics and Automation (ICRA).

Categorizing Dynamic Textures Using a Bag of Dynamical Systems

René Vidal, Avinash Ravichandran, Rizwan Chaudhry, 2013, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Sparse Recovery over Graph Incidence Matrices

Daniel P. Robinson, Enrique Mallada, Mengnan Zhao, 2018, 2018 IEEE Conference on Decision and Control (CDC).

Corrective consensus: Converging to the exact average

Yin Chen, Andreas Terzis, René Vidal, 2010, 49th IEEE Conference on Decision and Control (CDC).

A REAL TIME VISUAL SENSOR FOR SUPERVISION OF FLOTATION CELLS

Aldo Cipriano, René Vidal, Domingo Mery, 1998 .

EPICARDIAL SEGMENTATION IN DYNAMIC CARDIAC MR SEQUENCES USING PRIORS ON SHAPE, INTENSITY, AND DYNAMICS, IN A LEVEL SET FRAMEWORK

René Vidal, Atiyeh Ghoreyshi, R. Vidal, 2007, 2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Block-Sparse Recovery via Convex Optimization

René Vidal, Ehsan Elhamifar, R. Vidal, 2011, IEEE Transactions on Signal Processing.

A Unified Approach to Segmentation and Categorization of Dynamic Textures

René Vidal, Avinash Ravichandran, Paolo Favaro, 2010, ACCV.

Scalable Exemplar-based Subspace Clustering on Class-Imbalanced Data

Daniel P. Robinson, René Vidal, Chong You, 2018, European Conference on Computer Vision.

Results on an Intrinsic Consensus Algorithm on SO(3) with Almost-Global Convergence

René Vidal, Roberto Tron, Bijan Asfari, 2012 .

Group Action Induced Distances on Spaces of High-Dimensional Linear Stochastic Processes

René Vidal, Bijan Afsari, R. Vidal, 2013, GSI.

Motion Segmentation with Missing Data Using PowerFactorization and GPCA

René Vidal, Richard I. Hartley, R. Vidal, 2004, CVPR.

Pursuit-evasion games with unmanned ground and aerial vehicles

S. Shankar Sastry, René Vidal, Jin Kim, 2001, Proceedings 2001 ICRA. IEEE International Conference on Robotics and Automation (Cat. No.01CH37164).

Clustering disjoint subspaces via sparse representation

René Vidal, Ehsan Elhamifar, R. Vidal, 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

Generalized principal component analysis (GPCA)

S. Shankar Sastry, René Vidal, Yi Ma, 2005, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Hybrid System Identification

S. Shankar Sastry, René Vidal, Yi Ma, 2016 .

Segmental Spatio-Temporal CNNs for Fine-grained Action Segmentation and Classification

Gregory D. Hager, Austin Reiter, René Vidal, 2016, 1602.02995.

Sparse subspace clustering

René Vidal, Ehsan Elhamifar, 2009, CVPR.

Subspace-Sparse Representation pdf

René Vidal, Chong You, 2015, ArXiv.

Unsupervised Riemannian Clustering of Probability Density Functions

René Vidal, Alvina Goh, R. Vidal, 2008, ECML/PKDD.

ADMM and Accelerated ADMM as Continuous Dynamical Systems

Daniel P. Robinson, René Vidal, Guilherme França, 2018, ICML.

Two-View Multibody Structure from Motion

S. Shankar Sastry, Stefano Soatto, René Vidal, 2005, International Journal of Computer Vision.

Clustering and dimensionality reduction on Riemannian manifolds

René Vidal, Alvina Goh, R. Vidal, 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

Rank Conditions on the Multiple-View Matrix

S. Shankar Sastry, Kun Huang, René Vidal, 2004, International Journal of Computer Vision.

Convolutional Networks for Object Category and 3D Pose Estimation from 2D Images

René Vidal, Haider Ali, Siddharth Mahendran, 2018, ECCV Workshops.

Distributed calibration of Camera Sensor Networks

René Vidal, Ehsan Elhamifar, R. Vidal, 2009, 2009 Third ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC).

Global Optimality in Tensor Factorization, Deep Learning, and Beyond pdf

René Vidal, Benjamin D. Haeffele, B. Haeffele, 2015, ArXiv.

Group Action Induced Distances On Spaces of Linear Stochastic Processes

René Vidal, Bijan Afsari, 2013 .

A Mixed Classification-Regression Framework for 3D Pose Estimation from 2D Images pdf

René Vidal, Haider Ali, Siddharth Mahendran, 2018, BMVC.

A Scalable Exemplar-Based Subspace Clustering Algorithm for Class-Imbalanced Data

Daniel P. Robinson, René Vidal, Chong You, 2018, ECCV.

Design of fuzzy controllers based on stability analysis

Julio Concha, Aldo Cipriano, René Vidal, 2001, Fuzzy Sets Syst..

P-brush: Continuous valued MRFs with normed pairwise distributions for image segmentation

Leo Grady, René Vidal, Dheeraj Singaraju, 2009, CVPR.

Joint Object Category and 3D Pose Estimation from 2D Images pdf

René Vidal, Haider Ali, Siddharth Mahendran, 2017, ArXiv.

Visual Dictionary Learning for Joint Object Categorization and Segmentation

René Vidal, Luca Zappella, Patrick McClure, 2012, ECCV.

Multi-cell Detection and Classification Using a Generative Convolutional Model

René Vidal, Benjamin D. Haeffele, Florence Yellin, 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Sequence of the Most Informative Joints (SMIJ): A new representation for human skeletal action recognition

Ruzena Bajcsy, René Vidal, Gregorij Kurillo, 2012, CVPR Workshops.

Efficient Global Spatial-Angular Sparse Coding for Diffusion MRI with Separable Dictionaries pdf

René Vidal, Evan Schwab, Nicolas Charon, 2016, ArXiv.

Structure from Planar Motions with Small Baselines

René Vidal, John Oliensis, 2002, ECCV.

See all by looking at a few: Sparse modeling for finding representative objects

Guillermo Sapiro, René Vidal, Ehsan Elhamifar, 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

New Rank Deficiency Condition for Multiple View Geometry of Point Features

S. Shankar Sastry, René Vidal, Yi Ma, 2001 .

Mathematics of Deep Learning pdf

Joan Bruna, Stefano Soatto, René Vidal, 2017, ArXiv.

Distributed Face Recognition via Consensus on SE(3)

René Vidal, Roberto Tron, R. Vidal, 2008 .

An algebraic solution to rigid registration of diffusion tensor images

René Vidal, Alvina Goh, 2006, 3rd IEEE International Symposium on Biomedical Imaging: Nano to Macro, 2006..

Using global bag of features models in random fields for joint categorization and segmentation of objects

René Vidal, Dheeraj Singaraju, 2011, CVPR 2011.

Distributed Formation Control with Omnidirectional Vision-Based Motion Segmentation and Visual Servoing

René Vidal, S. Shankar Sastry, O. Shakernia, 2004 .

Group action induced distances for averaging and clustering Linear Dynamical Systems with applications to the analysis of dynamic scenes

René Vidal, Avinash Ravichandran, Bijan Afsari, 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

Realization Theory for Discrete-Time Semi-algebraic Hybrid Systems

René Vidal, Mihály Petreczky, R. Vidal, 2008, HSCC.

Moving Poselets: A Discriminative and Interpretable Skeletal Motion Representation for Action Recognition

René Vidal, Lingling Tao, R. Vidal, 2015, 2015 IEEE International Conference on Computer Vision Workshop (ICCVW).

Identification of Hybrid Systems: A Tutorial

René Vidal, Giancarlo Ferrari-Trecate, Simone Paoletti, 2007, Eur. J. Control.

Kruppa Equation Revisited: Its Renormalization and Degeneracy

S. Shankar Sastry, René Vidal, Jana Kosecka, 2000, ECCV.

Distributed computer vision algorithms through distributed averaging

René Vidal, Roberto Tron, 2011, CVPR 2011.

A Computational Focus of Attention Mechanism to Process Shapes Efficiently: Theory pdf

René Vidal, Diego Rother, Simon Schütz, 2011, ArXiv.

Interactive image matting for multiple layers

René Vidal, Dheeraj Singaraju, R. Vidal, 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

Hypothesize and Bound: A Computational Focus of Attention Mechanism for Simultaneous 3D Shape Reconstruction, Pose Estimation and Classification from a Single 2D Image pdf

René Vidal, Diego Rother, Siddharth Mahendran, 2011, ArXiv.

Car Segmentation and Pose Estimation using 3D Object Models pdf

René Vidal, Siddharth Mahendran, 2015, ArXiv.

Automatic Calibration of Cameras with Special Motions

René Vidal, Ehsan Elhamifar, 2009 .

Segmenting Motions of Different Types by Unsupervised Manifold Clustering

René Vidal, Alvina Goh, R. Vidal, 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.

Abstract Algebraic Subspace Clustering pdf

René Vidal, Manolis C. Tsakiris, 2015, ArXiv.

Segmentation of Dynamic Scenes Taken by a Moving Central Panoramic Camera

René Vidal, 2006 .

Dynamic Template Tracking and Recognition

Gregory D. Hager, René Vidal, Rizwan Chaudhry, 2013, International Journal of Computer Vision.

On the Convergence of Gradient Descent for Finding the Riemannian Center of Mass pdf

René Vidal, Roberto Tron, Bijan Afsari, 2011, SIAM J. Control. Optim..

Multibody motion estimation and segmentation from multiple central panoramic views

S. Shankar Sastry, René Vidal, Omid Shakernia, 2003, 2003 IEEE International Conference on Robotics and Automation (Cat. No.03CH37422).

An Unsupervised Domain Adaptation Approach to Classification of Stem Cell-Derived Cardiomyocytes

René Vidal, Carolina Pacheco, 2019, MICCAI.

Dual Principal Component Pursuit: Probability Analysis and Efficient Algorithms pdf

Daniel P. Robinson, René Vidal, Zhihui Zhu, 2018, ArXiv.

Multiple-view geometry for image-based modeling

Stefano Soatto, René Vidal, Jana Kosecka, 2004, SIGGRAPH '04.

Subspace Clustering

René Vidal, René Vidal, 2011, IEEE Signal Processing Magazine.

A new GPCA algorithm for clustering subspaces by fitting, differentiating and dividing polynomials

René Vidal, Yi Ma, Jacopo Piazzi, 2004, Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004..

Image Priors for Image Deblurring with Uncertain Blur

René Vidal, Avinash Ravichandran, Daniele Perrone, 2012, BMVC.

Surgical Gesture Classification from Video Data

René Vidal, Luca Zappella, Benjamín Béjar Haro, 2012, MICCAI.

Sparse Manifold Clustering and Embedding

René Vidal, Ehsan Elhamifar, R. Vidal, 2011, NIPS.

Segmental Spatiotemporal CNNs for Fine-Grained Action Segmentation

Gregory D. Hager, Austin Reiter, René Vidal, 2016, ECCV.

Following the flock [formation control]

S. Shankar Sastry, René Vidal, Omid Shakernia, 2004, IEEE Robotics & Automation Magazine.

Camera Self-Calibration: Geometry and Algorithms

S. Shankar Sastry, René Vidal, Jana Kosecka, 1999 .

Stretching Domain Adaptation: How far is too far? pdf

René Vidal, Yunhan Zhao, Haider Ali, 2017, ArXiv.

Consensus with robustness to outliers via distributed optimization

René Vidal, I-Jeng Wang, Ehsan Elhamifar, 2010, 49th IEEE Conference on Decision and Control (CDC).

Recursive identification of switched ARX systems

René Vidal, R. Vidal, 2008, Autom..

Surgical gesture classification from video and kinematic data

Gregory D. Hager, René Vidal, Luca Zappella, 2013, Medical Image Anal..

Structured Low-Rank Matrix Factorization: Optimality, Algorithm, and Applications to Image Processing

René Vidal, Benjamin D. Haeffele, Eric Young, 2014, ICML.

Hierarchical Joint Max-Margin Learning of Mid and Top Level Representations for Visual Recognition

René Vidal, Hans Lobel, Alvaro Soto, 2013, 2013 IEEE International Conference on Computer Vision.

Kernel sparse subspace clustering

René Vidal, Vishal M. Patel, René Vidal, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

Estimation of Local Orientations in Fibrous Structures With Applications to the Purkinje System

René Vidal, Gernot Plank, Natalia A. Trayanova, 2011, IEEE Transactions on Biomedical Engineering.

Estimation of Alpha Mattes for Multiple Image Layers

René Vidal, Dheeraj Singaraju, R. Vidal, 2011, IEEE Transactions on Pattern Analysis and Machine Intelligence.

A divide-and-conquer framework for large-scale subspace clustering

Daniel P. Robinson, René Vidal, Chong You, 2016, 2016 50th Asilomar Conference on Signals, Systems and Computers.

Noisy Dual Principal Component Pursuit

Daniel P. Robinson, René Vidal, Zhihui Zhu, 2019, ICML.

Curriculum Dropout

René Vidal, Vittorio Murino, Riccardo Volpi, 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

Geometric Conditions for Subspace-Sparse Recovery

René Vidal, Chong You, R. Vidal, 2015, ICML.

Optimal Motion Estimation from Multiview Normalized Epipolar Constraint

S. Shankar Sastry, René Vidal, Yi Ma, 2001, ICCV.

($k, q$)-Compressed Sensing for dMRI with Joint Spatial-Angular Sparsity Prior pdf

René Vidal, Evan Schwab, Nicolas Charon, 2017, ArXiv.

Theoretical Analysis of Sparse Subspace Clustering with Missing Entries pdf

René Vidal, Manolis C. Tsakiris, R. Vidal, 2018, ICML.

Model order reduction for discrete-time LTI systems using the alignment distance

René Vidal, Bijan Afsari, R. Vidal, 2015, 2015 American Control Conference (ACC).

P-brush: Continuous valued MRFs with normed pairwise distributions for image segmentation

Leo Grady, René Vidal, Dheeraj Singaraju, 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition.

Sparsity in unions of subspaces for classification and clustering of high-dimensional data

René Vidal, Ehsan Elhamifar, R. Vidal, 2011, 2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

Realization Theory for a Class of Stochastic Bilinear Systems

René Vidal, Mihály Petreczky, R. Vidal, 2018, IEEE Transactions on Automatic Control.

3D Pose Regression Using Convolutional Neural Networks

René Vidal, Haider Ali, Siddharth Mahendran, 2017, 2017 IEEE International Conference on Computer Vision Workshops (ICCVW).

Identification of spatial-temporal switched ARX systems

René Vidal, 2007, 2007 46th IEEE Conference on Decision and Control.

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

René Vidal, Yi Ma, Anders Heyden, 2007, WDV.

Deep Moving Poselets for Video Based Action Recognition

René Vidal, Lingling Tao, Effrosyni Mavroudi, 2017, 2017 IEEE Winter Conference on Applications of Computer Vision (WACV).

Sparse and Low-Rank Methods

S. Shankar Sastry, René Vidal, Yi Ma, 2016 .

Dual Principal Component Pursuit

René Vidal, Manolis C. Tsakiris, R. Vidal, 2015, 2015 IEEE International Conference on Computer Vision Workshop (ICCVW).

Joint spatial‐angular sparse coding for dMRI with separable dictionaries

René Vidal, Evan Schwab, Nicolas Charon, 2018, Medical Image Anal..

Towards joint bottom-up and top-down segmentation of objects in images

René Vidal, Dheeraj Singaraju, 2010 .

Monocular Object Orientation Estimation using Riemannian Regression and Classification Networks pdf

René Vidal, Haider Ali, Siddharth Mahendran, 2018, ArXiv.

Sparse Dictionaries for Semantic Segmentation

René Vidal, Fatih Murat Porikli, Lingling Tao, 2014, ECCV.

Gradient Flows and Accelerated Proximal Splitting Methods pdf

Daniel P. Robinson, René Vidal, Guilherme França, 2019, ArXiv.

Projective Factorization of Multiple Rigid-Body Motions

René Vidal, Vinutha Kallem, Ting Li, 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.

Removal of the twin image artifact in holographic lens-free imaging by sparse dictionary learning and coding

René Vidal, Lin Zhou, Benjamin D. Haeffele, 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017).

End-to-End Fine-Grained Action Segmentation and Recognition Using Conditional Random Field Models and Discriminative Sparse Coding

René Vidal, Shahin Sefati, Haider Ali, 2018, 2018 IEEE Winter Conference on Applications of Computer Vision (WACV).

Observability of Linear Hybrid Systems

S. Shankar Sastry, Stefano Soatto, René Vidal, 2003, HSCC.

Nonnegative ODF estimation via optimal constraint selection

René Vidal, Evan Schwab, Soren Wolfers, 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI).

A continuous optimization framework for hybrid system identification

René Vidal, Gérard Bloch, Fabien Lauer, 2011, Autom..

A Benchmark for the Comparison of 3-D Motion Segmentation Algorithms

René Vidal, Roberto Tron, R. Vidal, 2007, 2007 IEEE Conference on Computer Vision and Pattern Recognition.

Structured Sparse Subspace Clustering: A unified optimization framework

René Vidal, Chun-Guang Li, R. Vidal, 2015, 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

A Structured Sparse Plus Structured Low-Rank Framework for Subspace Clustering and Completion

René Vidal, Chun-Guang Li, R. Vidal, 2016, IEEE Transactions on Signal Processing.

Sparse Riemannian manifold clustering for HARDI segmentation

René Vidal, Hasan Ertan Çetingül, 2011, 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

The Space of Multibody Fundamental Matrices: Rank, Geometry and Projection

René Vidal, Xiaodong Fan, R. Vidal, 2006, WDV.

Are Software Analytics Efforts Worthwhile for Small Companies? The Case of Amisoft

René Vidal, Romain Robbes, M. Cecilia Bastarrica, 2013, IEEE Software.

Hyperplane Clustering via Dual Principal Component Pursuit

René Vidal, Manolis C. Tsakiris, R. Vidal, 2017, ICML.

Learning a Self-Expressive Network for Subspace Clustering

René Vidal, Chong You, Chun-Guang Li, 2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Lifelong Computing pdf

Danny Weyns, Thomas Bäck, René Vidal, 2021, ArXiv.

A Nullspace Property for Subspace-Preserving Recovery

Daniel P. Robinson, Enrique Mallada, René Vidal, 2021, ICML.

Dual Principal Component Pursuit for Learning a Union of Hyperplanes: Theory and Algorithms

Daniel P. Robinson, René Vidal, Zhihui Zhu, 2021, AISTATS.

Abstract 17481: Automated Analysis of Action Potentials from Cardiac Cell Clusters Derived from Human Embryonic Stem Cells

René Vidal, Leslie Tung, Giann Gorospe, 2012 .

Switched and piecewise affine systems

Vincent D. Blondel, René Vidal, Giancarlo Ferrari-Trecate, 2009 .

A product-of-errors framework for linear hybrid system identification

René Vidal, Gérard Bloch, Fabien Lauer, 2009 .

Learning Convolutional Action Primitives from Multimodal Timeseries Data *

Gregory D. Hager, René Vidal, Colin Lea, 2015 .

Distances on Spaces of High-Dimensional Linear Stochastic Processes: A Survey

René Vidal, Bijan Afsari, R. Vidal, 2014 .

Infinitesimal motion estimation from multiple central panoramic views

S. Shankar Sastry, René Vidal, O. Shakernia, 2002, Workshop on Motion and Video Computing, 2002. Proceedings..

Learning Shared , Discriminative Dictionaries for Surgical Gesture Segmentation and Classification

René Vidal, Noah J. Cowan, Shahin Sefati, 2015 .

Identification of Switched MIMO ARX models

René Vidal, Laurent Bako, R. Vidal, 2007 .