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    CVPR
    2005
    IEEE
    269views Computer Vision» more  CVPR 2005»
    Discriminative Learning of Markov Random Fields for Segmentation of 3D Scan Data
    15 years 1 months ago
    Discriminative Learning of Markov Random Fields for Segmentation of 3D Scan Data
    Download  www.seas.upenn.edu
    We address the problem of segmenting 3D scan data into objects or object classes. Our segmentation framework is based on a subclass of Markov Random Fields (MRFs) which support ef...
    Dragomir Anguelov, Benjamin Taskar, Vassil Chatalb...
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    CVPR
    2005
    IEEE
    229views Computer Vision» more  CVPR 2005»
    Fast Spatial Pattern Discovery Integrating Boosting with Constellations of Contextual Descriptors
    15 years 1 months ago
    Fast Spatial Pattern Discovery Integrating Boosting with Constellations of Contextual Descriptors
    Download  www.cvc.uab.es
    We present a novel approach for fast object class recognition incorporating contextual information into boosting. The object is represented as a constellation of generalized corre...
    Jaume Amores, Nicu Sebe, Petia Radeva
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    CVPR
    2005
    IEEE
    135views Computer Vision» more  CVPR 2005»
    Recognizing Facial Expression: Machine Learning and Application to Spontaneous Behavior
    15 years 1 months ago
    Recognizing Facial Expression: Machine Learning and Application to Spontaneous Behavior
    Download  www.cs.utexas.edu
    Marian Stewart Bartlett, Gwen Littlewort, Mark G. ...
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    CVPR
    2005
    IEEE
    233views Computer Vision» more  CVPR 2005»
    Cross-Generalization: Learning Novel Classes from a Single Example by Feature Replacement
    15 years 1 months ago
    Cross-Generalization: Learning Novel Classes from a Single Example by Feature Replacement
    Download  www.vision.caltech.edu
    We develop an object classification method that can learn a novel class from a single training example. In this method, experience with already learned classes is used to facilita...
    Evgeniy Bart, Shimon Ullman
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    CVPR
    2005
    IEEE
    173views Computer Vision» more  CVPR 2005»
    Object Class Recognition by Boosting a Part-Based Model
    15 years 1 months ago
    Object Class Recognition by Boosting a Part-Based Model
    Download  www.cs.huji.ac.il
    Aharon Bar-Hillel, Tomer Hertz, Daphna Weinshall
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    CVPR
    2005
    IEEE
    237views Computer Vision» more  CVPR 2005»
    Joint Nonparametric Alignment for Analyzing Spatial Gene Expression Patterns in Drosophila Imaginal Discs
    15 years 1 months ago
    Joint Nonparametric Alignment for Analyzing Spatial Gene Expression Patterns in Drosophila Imaginal Discs
    Download  robotics.eecs.berkeley.edu
    To compare spatial patterns of gene expression, one must analyze a large number of images as current methods are only able to measure a small number of genes at a time. Bringing i...
    Parvez Ahammad, Cyrus L. Harmon, Ann Hammonds, Sha...
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    CVPR
    2005
    IEEE
    183views Computer Vision» more  CVPR 2005»
    Probabilistic Modeling-Based Vessel Enhancement in Thoracic CT Scans
    15 years 1 months ago
    Probabilistic Modeling-Based Vessel Enhancement in Thoracic CT Scans
    Download  paws.kettering.edu
    Vessel enhancement in volumetric data is a necessary prerequisite in various medical imaging applications with particular importance for automated nodule detection. Ideally, vesse...
    Gady Agam, Changhua Wu
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    CVPR
    2005
    IEEE
    207views Computer Vision» more  CVPR 2005»
    Beyond Pairwise Clustering
    15 years 1 months ago
    Beyond Pairwise Clustering
    Download  vision.ucsd.edu
    We consider the problem of clustering in domains where the affinity relations are not dyadic (pairwise), but rather triadic, tetradic or higher. The problem is an instance of the ...
    Sameer Agarwal, Jongwoo Lim, Lihi Zelnik-Manor, Pi...
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    CVPR
    2005
    IEEE
    176views Computer Vision» more  CVPR 2005»
    Learning Spatiotemporal T-Junctions for Occlusion Detection
    15 years 1 months ago
    Learning Spatiotemporal T-Junctions for Occlusion Detection
    Download  www.robots.ox.ac.uk
    The goal of motion segmentation and layer extraction can be viewed as the detection and localization of occluding surfaces. A feature that has been shown to be a particularly stro...
    Nicholas Apostoloff, Andrew W. Fitzgibbon
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    CVPR
    2005
    IEEE
    164views Computer Vision» more  CVPR 2005»
    Higher-Order Image Statistics for Unsupervised, Information-Theoretic, Adaptive, Image Filtering
    15 years 1 months ago
    Higher-Order Image Statistics for Unsupervised, Information-Theoretic, Adaptive, Image Filtering
    Download  www.cs.utah.edu
    Suyash P. Awate, Ross T. Whitaker
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