René Vidal
Orcid: 0000-0003-1838-0761Affiliations:
- The Johns Hopkins University, Department of Biomedical Engineering
According to our database1,
René Vidal
authored at least 327 papers
between 2000 and 2024.
Collaborative distances:
Collaborative distances:
Awards
ACM Fellow
ACM Fellow 2022, "For contributions to subspace clustering and motion segmentation in computer vision".
IEEE Fellow
IEEE Fellow 2014, "For contributions to subspace clustering and motion segmentation in computer vision".
Timeline
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Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
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on orcid.org
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on id.loc.gov
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on cis.jhu.edu
On csauthors.net:
Bibliography
2024
Guarantees of a Preconditioned Subgradient Algorithm for Overparameterized Asymmetric Low-rank Matrix Recovery.
CoRR, 2024
ICL-TSVD: Bridging Theory and Practice in Continual Learning with Pre-trained Models.
CoRR, 2024
CoRR, 2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Image Clustering via the Principle of Rate Reduction in the Age of Pretrained Models.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Bootstrapping Variational Information Pursuit with Large Language and Vision Models for Interpretable Image Classification.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the 23rd Workshop on Biomedical Natural Language Processing, 2024
Stochastic Extragradient with Random Reshuffling: Improved Convergence for Variational Inequalities.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representation.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
2023
IEEE Trans. Pattern Anal. Mach. Intell., June, 2023
IEEE Trans. Autom. Control., May, 2023
IEEE Trans. Biomed. Eng., March, 2023
Learning Interpretable Queries for Explainable Image Classification with Information Pursuit.
CoRR, 2023
Variational Information Pursuit with Large Language and Multimodal Models for Interpretable Predictions.
CoRR, 2023
A Linearly Convergent GAN Inversion-based Algorithm for Reverse Engineering of Deceptions.
CoRR, 2023
Necessary and Sufficient Conditions for Simultaneous State and Input Recovery of Linear Systems with Sparse Inputs by 𝓁<sub>1</sub>-Minimization.
CoRR, 2023
Learning Graph Variational Autoencoders with Constraints and Structured Priors for Conditional Indoor 3D Scene Generation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Adversarial Examples Might be Avoidable: The Role of Data Concentration in Adversarial Robustness.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Information Maximization Perspective of Orthogonal Matching Pursuit with Applications to Explainable AI.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
ProVLA: Compositional Image Search with Progressive Vision-Language Alignment and Multimodal Fusion.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Necessary and Sufficient Conditions for Simultaneous State and Input Recovery of Linear Systems with Sparse Inputs by ℓ1 -Minimization.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023
Proceedings of the 34th British Machine Vision Conference 2023, 2023
Linear Convergence of Gradient Descent For Finite Width Over-parametrized Linear Networks With General Initialization.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
CoRR, 2022
Towards Understanding The Semidefinite Relaxations of Truncated Least-Squares in Robust Rotation Search.
CoRR, 2022
CoRR, 2022
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2022
Global Linear and Local Superlinear Convergence of IRLS for Non-Smooth Robust Regression.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Semantic Information Pursuit.
Proceedings of the 2nd International Conference on Image Processing and Vision Engineering, 2022
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Reverse Engineering ℓ<sub>p</sub> attacks: A block-sparse optimization approach with recovery guarantees.
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the International Conference on Machine Learning, 2022
Implicit Bias of Projected Subgradient Method Gives Provable Robust Recovery of Subspaces of Unknown Codimension.
Proceedings of the Tenth International Conference on Learning Representations, 2022
Semidefinite Relaxations of Truncated Least-Squares in Robust Rotation Search: Tight or Not.
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Weakly-Supervised Generation and Grounding of Visual Descriptions with Conditional Generative Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
2021
IEEE Trans. Inf. Theory, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
On the Explicit Role of Initialization on the Convergence and Implicit Bias of Overparametrized Linear Networks.
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Dual Principal Component Pursuit for Robust Subspace Learning: Theory and Algorithms for a Holistic Approach.
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Dual Principal Component Pursuit for Learning a Union of Hyperplanes: Theory and Algorithms.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
2020
Structured Low-Rank Matrix Factorization: Global Optimality, Algorithms, and Applications.
IEEE Trans. Pattern Anal. Mach. Intell., 2020
J. Math. Imaging Vis., 2020
Comput. Vis. Image Underst., 2020
CoRR, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
2019
Global Optimality in Separable Dictionary Learning with Applications to the Analysis of Diffusion MRI.
SIAM J. Imaging Sci., 2019
Basis Pursuit and Orthogonal Matching Pursuit for Subspace-preserving Recovery: Theoretical Analysis.
CoRR, 2019
Neural Message Passing on Hybrid Spatio-Temporal Visual and Symbolic Graphs for Video Understanding.
CoRR, 2019
A Linearly Convergent Method for Non-Smooth Non-Convex Optimization on the Grassmannian with Applications to Robust Subspace and Dictionary Learning.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019
An Unsupervised Domain Adaptation Approach to Classification of Stem Cell-Derived Cardiomyocytes.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Simulation and Synthesis in Medical Imaging, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
2018
IEEE Trans. Autom. Control., 2018
IEEE Trans. Pattern Anal. Mach. Intell., 2018
Medical Image Anal., 2018
IEEE J. Sel. Top. Signal Process., 2018
Introduction to the Issue on Robust Subspace Learning and Tracking: Theory, Algorithms, and Applications.
IEEE J. Sel. Top. Signal Process., 2018
CoRR, 2018
Monocular Object Orientation Estimation using Riemannian Regression and Classification Networks.
CoRR, 2018
Separable Dictionary Learning with Global Optimality and Applications to Diffusion MRI.
CoRR, 2018
Sparse Recovery over Graph Incidence Matrices: Polynomial Time Guarantees and Location Dependent Performance.
CoRR, 2018
A nonconvex formulation for low rank subspace clustering: algorithms and convergence analysis.
Comput. Optim. Appl., 2018
End-to-End Fine-Grained Action Segmentation and Recognition Using Conditional Random Field Models and Discriminative Sparse Coding.
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Recurrent Neural Networks for Classifying Human Embryonic Stem Cell-Derived Cardiomyocytes.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the Computer Vision - ECCV 2018, 2018
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
Proceedings of the 57th IEEE Conference on Decision and Control, 2018
Proceedings of the British Machine Vision Conference 2018, 2018
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
2017
Structured Sparse Subspace Clustering: A Joint Affinity Learning and Subspace Clustering Framework.
IEEE Trans. Image Process., 2017
A Dataset and Benchmarks for Segmentation and Recognition of Gestures in Robotic Surgery.
IEEE Trans. Biomed. Eng., 2017
IEEE Trans. Autom. Control., 2017
CoRR, 2017
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Blood cell detection and counting in holographic lens-free imaging by convolutional sparse dictionary learning and coding.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Removal of the twin image artifact in holographic lens-free imaging by sparse dictionary learning and coding.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017
Proceedings of the 34th International Conference on Machine Learning, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017
Proceedings of the IEEE International Conference on Computer Vision, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
2016
A Structured Sparse Plus Structured Low-Rank Framework for Subspace Clustering and Completion.
IEEE Trans. Signal Process., 2016
IEEE Trans. Pattern Anal. Mach. Intell., 2016
Efficient Global Spatial-Angular Sparse Coding for Diffusion MRI with Separable Dictionaries.
CoRR, 2016
CoRR, 2016
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016
Proceedings of the Computer Vision - ECCV 2016, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016
Interdisciplinary applied mathematics 40, Springer, ISBN: 978-0-387-87810-2, 2016
2015
IEEE Trans. Pattern Anal. Mach. Intell., 2015
IEEE J. Sel. Top. Signal Process., 2015
An Improved Model for Segmentation and Recognition of Fine-Grained Activities with Application to Surgical Training Tasks.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015
Proceedings of the 32nd International Conference on Machine Learning, 2015
Proceedings of the 32nd International Conference on Machine Learning, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015
Moving Poselets: A Discriminative and Interpretable Skeletal Motion Representation for Action Recognition.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
Proceedings of the American Control Conference, 2015
Proceedings of the American Control Conference, 2015
2014
Segmentation of High Angular Resolution Diffusion MRI Using Sparse Riemannian Manifold Clustering.
IEEE Trans. Medical Imaging, 2014
Automated Grouping of Action Potentials of Human Embryonic Stem Cell-Derived Cardiomyocytes.
IEEE Trans. Biomed. Eng., 2014
IEEE Trans. Autom. Control., 2014
Sequence of the most informative joints (SMIJ): A new representation for human skeletal action recognition.
J. Vis. Commun. Image Represent., 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Structured Low-Rank Matrix Factorization: Optimality, Algorithm, and Applications to Image Processing.
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the Computer Vision - ECCV 2014, 2014
Proceedings of the Advanced Information Systems Engineering, 2014
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014
2013
IEEE Trans. Autom. Control., 2013
IEEE Softw., 2013
SIAM J. Control. Optim., 2013
IEEE Trans. Pattern Anal. Mach. Intell., 2013
IEEE Trans. Pattern Anal. Mach. Intell., 2013
Medical Image Anal., 2013
Proceedings of the 2013 IEEE Workshop on Applications of Computer Vision, 2013
Joint Dictionary and Classifier Learning for Categorization of Images Using a Max-margin Framework.
Proceedings of the Image and Video Technology - 6th Pacific-Rim Symposium, 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
A Metamorphosis Distance for Embryonic Cardiac Action Potential Interpolation and Classification.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
String Motif-Based Description of Tool Motion for Detecting Skill and Gestures in Robotic Surgery.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Proceedings of the Information Processing in Medical Imaging, 2013
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013
Proceedings of the IEEE International Conference on Computer Vision, 2013
Hierarchical Joint Max-Margin Learning of Mid and Top Level Representations for Visual Recognition.
Proceedings of the IEEE International Conference on Computer Vision, 2013
Proceedings of the IEEE International Conference on Computer Vision, 2013
Group Action Induced Distances on Spaces of High-Dimensional Linear Stochastic Processes.
Proceedings of the Geometric Science of Information - First International Conference, 2013
Proceedings of the 12th European Control Conference, 2013
Bio-inspired Dynamic 3D Discriminative Skeletal Features for Human Action Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013
Initial-state invariant Binet-Cauchy kernels for the comparison of Linear Dynamical Systems.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013
2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Estimation of Non-negative ODFs Using the Eigenvalue Distribution of Spherical Functions.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
An algebraic solution to rotation recovery in HARDI from correspondences of orientation distribution functions.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Sparse Hidden Markov Models for Surgical Gesture Classification and Skill Evaluation.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2012
Proceedings of the Computer Vision - ECCV 2012, 2012
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
Group action induced distances for averaging and clustering Linear Dynamical Systems with applications to the analysis of dynamic scenes.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
Proceedings of the 51th IEEE Conference on Decision and Control, 2012
Proceedings of the British Machine Vision Conference, 2012
2011
Estimation of Local Orientations in Fibrous Structures With Applications to the Purkinje System.
IEEE Trans. Biomed. Eng., 2011
Dimensionality Reduction via Subspace and Submanifold Learning [From the Guest Editors].
IEEE Signal Process. Mag., 2011
IEEE Trans. Pattern Anal. Mach. Intell., 2011
IEEE Trans. Pattern Anal. Mach. Intell., 2011
A nonparametric Riemannian framework for processing high angular resolution diffusion images and its applications to ODF-based morphometry.
NeuroImage, 2011
Hypothesize and Bound: A Computational Focus of Attention Mechanism for Simultaneous 3D Shape Reconstruction, Pose Estimation and Classification from a Single 2D Image.
CoRR, 2011
CoRR, 2011
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
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
A hypothesize-and-bound algorithm for simultaneous object classification, pose estimation and 3D reconstruction from a single 2D image.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
Using global bag of features models in random fields for joint categorization and segmentation of objects.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011
Proceedings of the American Control Conference, 2011
Sparsity in unions of subspaces for classification and clustering of high-dimensional data.
Proceedings of the 49th Annual Allerton Conference on Communication, 2011
2010
Motion Segmentation in the Presence of Outlying, Incomplete, or Corrupted Trajectories.
IEEE Trans. Pattern Anal. Mach. Intell., 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
Proceedings of the Computer Vision - ACCV 2010, 2010
2009
Estimating Orientation Distribution Functions with Probability Density Constraints and Spatial Regularity.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Estimation of Multimodal Orientation Distribution Functions from Cardiac MRI for Tracking Purkinje Fibers Through Branchings.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the Third ACM/IEEE International Conference on Distributed Smart Cameras, 2009
P-brush: Continuous valued MRFs with normed pairwise distributions for image segmentation.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
A nonparametric Riemannian framework for processing high angular resolution diffusion images (HARDI).
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
Histograms of oriented optical flow and Binet-Cauchy kernels on nonlinear dynamical systems for the recognition of human actions.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
Proceedings of the 48th IEEE Conference on Decision and Control, 2009
Proceedings of the American Control Conference, 2009
2008
IEEE Trans. Pattern Anal. Mach. Intell., 2008
Int. J. Comput. Vis., 2008
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008
Nonlinear filtering for extracting orientation and tracing tubular structures in 2-D medical images.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the 2008 Second ACM/IEEE International Conference on Distributed Smart Cameras, 2008
Proceedings of the Hybrid Systems: Computation and Control, 11th International Workshop, 2008
Proceedings of the Hybrid Systems: Computation and Control, 11th International Workshop, 2008
Proceedings of the Computer Vision, 2008
Proceedings of the Computer Vision, 2008
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
Interactive image segmentation via minimization of quadratic energies on directed graphs.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
Motion segmentation via robust subspace separation in the presence of outlying, incomplete, or corrupted trajectories.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
2007
Binet-Cauchy Kernels on Dynamical Systems and its Application to the Analysis of Dynamic Scenes.
Int. J. Comput. Vis., 2007
Epicardial Segmentation in Dynamic Cardiac Mr Sequences Using Priors On Shape, Intensity, and Dynamics, in a Level Set Framework.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Proceedings of the Hybrid Systems: Computation and Control, 10th International Workshop, 2007
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
Proceedings of the 46th IEEE Conference on Decision and Control, 2007
Proceedings of the 46th IEEE Conference on Decision and Control, 2007
2006
J. Math. Imaging Vis., 2006
Proceedings of the Advances in Neural Information Processing Systems 19, 2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Proceedings of the Machine Learning, 2006
Proceedings of the Computer Vision, 2006
Proceedings of the Dynamical Vision, ICCV 2005 and ECCV 2006 Workshops, 2006
Algebraic Methods for Direct and Feature Based Registration of Diffusion Tensor Images.
Proceedings of the Computer Vision, 2006
Proceedings of the Dynamical Vision, ICCV 2005 and ECCV 2006 Workshops, 2006
Proceedings of the Dynamical Vision, ICCV 2005 and ECCV 2006 Workshops, 2006
Proceedings of the Computer Vision, 2006
2005
IEEE Trans. Pattern Anal. Mach. Intell., 2005
Multi-Subspace Methods for Motion Segmentation from Affine, Perspective and Central Panoramic Cameras.
Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005
Identification of Deterministic Switched ARX Systems via Identification of Algebraic Varieties.
Proceedings of the Hybrid Systems: Computation and Control, 8th International Workshop, 2005
Proceedings of the Hybrid Systems: Computation and Control, 8th International Workshop, 2005
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
Recursive Identification of Switched ARX Models with Unknown Number of Models and Unknown Orders.
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005
2004
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2004
Proceedings of the Image Analysis and Recognition: International Conference, 2004
Proceedings of the Computer Vision, 2004
A New GPCA Algorithm for Clustering Subspaces by Fitting, Differentiating and Dividing Polynomials.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004
Minimum Effective Dimension for Mixtures of Subspaces: A Robust GPCA Algorithm and Its Applications.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004
Recursive identification of switched ARX hybrid models: exponential convergence and persistence of excitation.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004
Proceedings of the 2004 American Control Conference, 2004
2003
Proceedings of the 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems, Las Vegas, Nevada, USA, October 27, 2003
Formation control of nonholonomic mobile robots with omnidirectional visual servoing and motion segmentation.
Proceedings of the 2003 IEEE International Conference on Robotics and Automation, 2003
Proceedings of the 2003 IEEE International Conference on Robotics and Automation, 2003
Proceedings of the Hybrid Systems: Computation and Control, 2003
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2003
An algebraic geometric approach to the identification of a class of linear hybrid systems.
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003
2002
Probabilistic pursuit-evasion games: theory, implementation, and experimental evaluation.
IEEE Trans. Robotics Autom., 2002
Proceedings of the 2002 IEEE International Conference on Robotics and Automation, 2002
Proceedings of the Computer Vision, 2002
Proceedings of the 41st IEEE Conference on Decision and Control, 2002
2001
Commun. Inf. Syst., 2001
Proceedings of the 2001 IEEE International Conference on Robotics and Automation, 2001
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001
Decidable and semi-decidable controller synthesis for classes of discrete time hybrid systems.
Proceedings of the 40th IEEE Conference on Decision and Control, 2001
A hierarchical approach to probabilistic pursuit-evasion games with unmanned ground and aerial vehicles.
Proceedings of the 40th IEEE Conference on Decision and Control, 2001
2000
Proceedings of the Hybrid Systems: Computation and Control, Third International Workshop, 2000
Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000