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    BMVC
    2001
    143views Computer Vision» more  BMVC 2001»
    Hierarchical Combination of Object Models using Mutual Information
    13 years 11 months ago
    Hierarchical Combination of Object Models using Mutual Information
    Download  www.comp.leeds.ac.uk
    Combining different and complementary object models promises to increase the robustness and generality of today’s computer vision algorithms. This paper introduces a new method ...
    Hannes Kruppa, Bernt Schiele
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    CLOR
    2006
    148views Computer Vision» more  CLOR 2006»
    Generative Models for Labeling Multi-object Configurations in Images
    14 years 20 days ago
    Generative Models for Labeling Multi-object Configurations in Images
    Download  galton.uchicago.edu
    Abstract. We propose a generative approach to the problem of labeling images containing configurations of objects from multiple classes. The main building blocks are dense statisti...
    Yali Amit, Alain Trouvé
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    ICMLA
    2009
    169views Machine Learning» more  ICMLA 2009»
    Learning Probabilistic Structure Graphs for Classification and Detection of Object Structures
    13 years 6 months ago
    Learning Probabilistic Structure Graphs for Classification and Detection of Object Structures
    Download  www.ipb.uni-bonn.de
    Abstract--This paper presents a novel and domainindependent approach for graph-based structure learning. The approach is based on solving the Maximum Common SubgraphIsomorphism pro...
    Johannes Hartz
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    CVPR
    2005
    IEEE
    219views Computer Vision» more  CVPR 2005»
    Object Detection Using 2D Spatial Ordering Constraints
    14 years 11 months ago
    Object Detection Using 2D Spatial Ordering Constraints
    Download  www.andrew.cmu.edu
    Object detection is challenging partly due to the limited discriminative power of local feature descriptors. We amend this limitation by incorporating spatial constraints among ne...
    Yan Li, Yanghai Tsin, Yakup Genc, Takeo Kanade
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    CVPR
    2008
    IEEE
    189views Computer Vision» more  CVPR 2008»
    Learning coupled conditional random field for image decomposition with application on object categorization
    14 years 11 months ago
    Learning coupled conditional random field for image decomposition with application on object categorization
    Download  people.csail.mit.edu
    This paper proposes a computational system of object categorization based on decomposition and adaptive fusion of visual information. A coupled Conditional Random Field is develop...
    Xiaoxu Ma, W. Eric L. Grimson
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