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    IJCV
    2006
    236views more  IJCV 2006»
    A Feature-based Approach for Dense Segmentation and Estimation of Large Disparity Motion
    13 years 11 months ago
    A Feature-based Approach for Dense Segmentation and Estimation of Large Disparity Motion
    Download  vision.ucsd.edu
    We present a novel framework for motion segmentation that combines the concepts of layer-based methods and feature-based motion estimation. We estimate the initial correspondences...
    Josh Wills, Sameer Agarwal, Serge Belongie
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    IJCV
    2006
    110views more  IJCV 2006»
    Multi-body Factorization with Uncertainty: Revisiting Motion Consistency
    13 years 11 months ago
    Multi-body Factorization with Uncertainty: Revisiting Motion Consistency
    Download  www.wisdom.weizmann.ac.il
    Dynamic analysis of video sequences often relies on the segmentation of the sequence into regions of consistent motions. Approaching this problem requires a definition of which mo...
    Lihi Zelnik-Manor, Moshe Machline, Michal Irani
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    IJCV
    2006
    262views more  IJCV 2006»
    A Variational Model for Object Segmentation Using Boundary Information and Shape Prior Driven by the Mumford-Shah Functional
    13 years 11 months ago
    A Variational Model for Object Segmentation Using Boundary Information and Shape Prior Driven by the Mumford-Shah Functional
    Download  infoscience.epfl.ch
    In this paper, we propose a new variational model to segment an object belonging to a given shape space using the active contour method, a geometric shape prior and the Mumford-Sha...
    Xavier Bresson, Pierre Vandergheynst, Jean-Philipp...
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    IJCV
    2006
    115views more  IJCV 2006»
    An Analysis of Linear Subspace Approaches for Computer Vision and Pattern Recognition
    13 years 11 months ago
    An Analysis of Linear Subspace Approaches for Computer Vision and Pattern Recognition
    Download  sist.sysu.edu.cn
    : Linear subspace analysis (LSA) has become rather ubiquitous in a wide range of problems arising in pattern recognition and computer vision. The essence of these approaches is tha...
    Pei Chen, David Suter
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    IJCV
    2006
    73views more  IJCV 2006»
    Fast Anisotropic Smoothing of Multi-Valued Images using Curvature-Preserving PDE's
    13 years 11 months ago
    Fast Anisotropic Smoothing of Multi-Valued Images using Curvature-Preserving PDE's
    Download  www.greyc.ensicaen.fr
    David Tschumperlé
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    IJCV
    2006
    129views more  IJCV 2006»
    An a contrario Decision Framework for Region-Based Motion Detection
    13 years 11 months ago
    An a contrario Decision Framework for Region-Based Motion Detection
    Download  www.irisa.fr
    The aim of motion detection is to decide whether a given part of an image belongs to a moving object or to the static background. This paper proposes an automatic decision rule for...
    Thomas Veit, Frédéric Cao, Patrick B...
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    IJCV
    2006
    159views more  IJCV 2006»
    Wide Baseline Matching between Unsynchronized Video Sequences
    13 years 11 months ago
    Wide Baseline Matching between Unsynchronized Video Sequences
    Download  www.cs.tau.ac.il
    3D reconstruction of a dynamic scene from features in two cameras usually requires synchronization and correspondences between the cameras. These may be hard to achieve due to occl...
    Lior Wolf, Assaf Zomet
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    IJCV
    2006
    192views more  IJCV 2006»
    Piecewise-Smooth Dense Optical Flow via Level Sets
    13 years 11 months ago
    Piecewise-Smooth Dense Optical Flow via Level Sets
    Download  www.eng.tau.ac.il
    We propose a new algorithm for dense optical flow computation. Dense optical flow schemes are challenged by the presence of motion discontinuities. In state of the art optical flo...
    Tomer Amiaz, Nahum Kiryati
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    IJCV
    2006
    116views more  IJCV 2006»
    Structure-Texture Image Decomposition - Modeling, Algorithms, and Parameter Selection
    13 years 11 months ago
    Structure-Texture Image Decomposition - Modeling, Algorithms, and Parameter Selection
    Download  www.cmla.ens-cachan.fr
    This paper explores various aspects of the image decomposition problem using modern variational techniques. We aim at splitting an original image f into two components u and v, whe...
    Jean-François Aujol, Guy Gilboa, Tony F. Ch...
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    IJCV
    2006
    161views more  IJCV 2006»
    Discriminative Random Fields
    13 years 11 months ago
    Discriminative Random Fields
    Download  www.cs.cmu.edu
    In this research we address the problem of classification and labeling of regions given a single static natural image. Natural images exhibit strong spatial dependencies, and mode...
    Sanjiv Kumar, Martial Hebert
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