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    ICIAP
    2007
    ACM
    206views Image Processing» more  ICIAP 2007»
    A New Stereo Algorithm Integrating Luminance, Gradient and Segmentation Informations in a Belief-Propagation Framework
    13 years 11 months ago
    A New Stereo Algorithm Integrating Luminance, Gradient and Segmentation Informations in a Belief-Propagation Framework
    Download  www.di.unito.it
    The paper deals with the design and implementation of a stereo algorithm. Disparity map is formulated as a Markov Random Field with a new smoothness constraint depending not only ...
    Nello Balossino, Maurizio Lucenteforte, Luca Piova...
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    UAI
    2008
    313views Artificial Intelligence» more  UAI 2008»
    Projected Subgradient Methods for Learning Sparse Gaussians
    13 years 11 months ago
    Projected Subgradient Methods for Learning Sparse Gaussians
    Download  www.cs.berkeley.edu
    Gaussian Markov random fields (GMRFs) are useful in a broad range of applications. In this paper we tackle the problem of learning a sparse GMRF in a high-dimensional space. Our a...
    John Duchi, Stephen Gould, Daphne Koller
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    NIPS
    2004
    138views Information Technology» more  NIPS 2004»
    Exponentiated Gradient Algorithms for Large-margin Structured Classification
    13 years 11 months ago
    Exponentiated Gradient Algorithms for Large-margin Structured Classification
    Download  people.csail.mit.edu
    We consider the problem of structured classification, where the task is to predict a label y from an input x, and y has meaningful internal structure. Our framework includes super...
    Peter L. Bartlett, Michael Collins, Benjamin Taska...
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    NIPS
    2004
    115views Information Technology» more  NIPS 2004»
    Modelling Uncertainty in the Game of Go
    13 years 11 months ago
    Modelling Uncertainty in the Game of Go
    Download  books.nips.cc
    Go is an ancient oriental game whose complexity has defeated attempts to automate it. We suggest using probability in a Bayesian sense to model the uncertainty arising from the va...
    David H. Stern, Thore Graepel, David J. C. MacKay
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    SPIESR
    2004
    152views Database» more  SPIESR 2004»
    Issues in managing image and video data
    13 years 11 months ago
    Issues in managing image and video data
    Download  vision.ece.ucsb.edu
    This paper presents an overview of our recent work on managing image and video data. The first half of the paper describes a representation for the semantic spatial layout of vide...
    Shawn D. Newsam, Jelena Tesic, Lei Wang, B. S. Man...
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