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    PAMI
    2006
    128views more  PAMI 2006»
    On Weighting Clustering
    14 years 11 months ago
    On Weighting Clustering
    Download  www1.univ-ag.fr
    Recent papers and patents in iterative unsupervised learning have emphasized a new trend in clustering. It basically consists of penalizing solutions via weights on the instance po...
    Richard Nock, Frank Nielsen
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    PAMI
    2006
    147views more  PAMI 2006»
    Bayesian Gaussian Process Classification with the EM-EP Algorithm
    14 years 11 months ago
    Bayesian Gaussian Process Classification with the EM-EP Algorithm
    Download  www.gatsby.ucl.ac.uk
    Gaussian process classifiers (GPCs) are Bayesian probabilistic kernel classifiers. In GPCs, the probability of belonging to a certain class at an input location is monotonically re...
    Hyun-Chul Kim, Zoubin Ghahramani
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    PAMI
    2006
    146views more  PAMI 2006»
    Attention-Based Dynamic Visual Search Using Inner-Scene Similarity: Algorithms and Bounds
    14 years 11 months ago
    Attention-Based Dynamic Visual Search Using Inner-Scene Similarity: Algorithms and Bounds
    Download  www.cs.technion.ac.il
    A visual search is required when applying a recognition process on a scene containing multiple objects. In such cases, we would like to avoid an exhaustive sequential search. This...
    Tamar Avraham, Michael Lindenbaum
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    PAMI
    2006
    156views more  PAMI 2006»
    Robust Point Matching for Nonrigid Shapes by Preserving Local Neighborhood Structures
    14 years 11 months ago
    Robust Point Matching for Nonrigid Shapes by Preserving Local Neighborhood Structures
    Download  lampsrv02.umiacs.umd.edu
    In previous work on point matching, a set of points is often treated as an instance of a joint distribution to exploit global relationships in the point set. For nonrigid shapes, h...
    Yefeng Zheng, David S. Doermann
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    PAMI
    2006
    125views more  PAMI 2006»
    Channel Smoothing: Efficient Robust Smoothing of Low-Level Signal Features
    14 years 11 months ago
    Channel Smoothing: Efficient Robust Smoothing of Low-Level Signal Features
    Download  www.fz-juelich.de
    In this paper, we present a new and efficient method to implement robust smoothing of low-level signal features: B-spline channel smoothing. This method consists of three steps: en...
    Michael Felsberg, Per-Erik Forssén, Hanno S...
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