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    PAMI
    2006
    128views more  PAMI 2006»
    On Weighting Clustering
    13 years 9 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
    13 years 9 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
    13 years 9 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
    13 years 9 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
    13 years 9 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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