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    ICCV
    2005
    IEEE
    288views Computer Vision» more  ICCV 2005»
    The Pyramid Match Kernel: Discriminative Classification with Sets of Image Features
    14 years 9 months ago
    The Pyramid Match Kernel: Discriminative Classification with Sets of Image Features
    Download  vision.jhu.edu
    Discriminative learning is challenging when examples are sets of features, and the sets vary in cardinality and lack any sort of meaningful ordering. Kernel-based classification m...
    Kristen Grauman, Trevor Darrell
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    AAAI
    1996
    120views Intelligent Agents» more  AAAI 1996»
    A Hybrid Learning Approach for Better Recognition of Visual Objects
    13 years 8 months ago
    A Hybrid Learning Approach for Better Recognition of Visual Objects
    Download  www.aaai.org
    Real world images often contain similar objects but with different rotations, noise, or other visual alterations. Vision systems should be able to recognize objects regardless of ...
    Ibrahim F. Imam, Srinivas Gutta
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    MICCAI
    2009
    Springer
    201views Medical Imaging» more  MICCAI 2009»
    A Fuzzy Region-Based Hidden Markov Model for Partial-Volume Classification in Brain MRI
    14 years 8 months ago
    A Fuzzy Region-Based Hidden Markov Model for Partial-Volume Classification in Brain MRI
    Download  www.ece.ubc.ca
    We present a novel fuzzy region-based hidden Markov model (frbHMM) for unsupervised partial-volume classification in brain magnetic resonance images (MRIs). The primary contributio...
    Albert Huang, Rafeef Abugharbieh, Roger Tam
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    CIVR
    2008
    Springer
    222views Image Analysis» more  CIVR 2008»
    Automatic image annotation via local multi-label classification
    13 years 9 months ago
    Automatic image annotation via local multi-label classification
    Download  lms.comp.nus.edu.sg
    As the consequence of semantic gap, visual similarity does not guarantee semantic similarity, which in general is conflicting with the inherent assumption of many generativebased ...
    Mei Wang, Xiangdong Zhou, Tat-Seng Chua
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    PAMI
    2012
    191views Software Engineering» more  PAMI 2012»
    Task-Driven Dictionary Learning
    11 years 9 months ago
    Task-Driven Dictionary Learning
    Download  www.di.ens.fr
    —Modeling data with linear combinations of a few elements from a learned dictionary has been the focus of much recent research in machine learning, neuroscience, and signal proce...
    Julien Mairal, Francis Bach, Jean Ponce
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