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    PAMI
    2008
    179views more  PAMI 2008»
    Modeling, Clustering, and Segmenting Video with Mixtures of Dynamic Textures
    14 years 9 months ago
    Modeling, Clustering, and Segmenting Video with Mixtures of Dynamic Textures
    Download  www.svcl.ucsd.edu
    A dynamic texture is a spatio-temporal generative model for video, which represents video sequences as observations from a linear dynamical system. This work introduces the mixtur...
    Antoni B. Chan, Nuno Vasconcelos
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    SDM
    2003
    SIAM
    110views Data Mining» more  SDM 2003»
    Mixture Models and Frequent Sets: Combining Global and Local Methods for 0-1 Data
    14 years 11 months ago
    Mixture Models and Frequent Sets: Combining Global and Local Methods for 0-1 Data
    Download  www.cs.ioc.ee
    We study the interaction between global and local techniques in data mining. Specifically, we study the collections of frequent sets in clusters produced by a probabilistic clust...
    Jaakko Hollmén, Jouni K. Seppänen, Hei...
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    TIT
    2002
    129views more  TIT 2002»
    Arbitrary source models and Bayesian codebooks in rate-distortion theory
    14 years 9 months ago
    Arbitrary source models and Bayesian codebooks in rate-distortion theory
    Download  www.dam.brown.edu
    -- We characterize the best achievable performance of lossy compression algorithms operating on arbitrary random sources, and with respect to general distortion measures. Direct an...
    Ioannis Kontoyiannis, Junshan Zhang
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    AAAI
    2010
    177views Intelligent Agents» more  AAAI 2010»
    Gaussian Mixture Model with Local Consistency
    14 years 11 months ago
    Gaussian Mixture Model with Local Consistency
    Download  people.cs.uchicago.edu
    Gaussian Mixture Model (GMM) is one of the most popular data clustering methods which can be viewed as a linear combination of different Gaussian components. In GMM, each cluster ...
    Jialu Liu, Deng Cai, Xiaofei He
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    TSP
    2008
    173views more  TSP 2008»
    Gaussian Mixture Modeling by Exploiting the Mahalanobis Distance
    14 years 9 months ago
    Gaussian Mixture Modeling by Exploiting the Mahalanobis Distance
    Download  poseidon.csd.auth.gr
    In this paper, the expectation-maximization (EM) algorithm for Gaussian mixture modeling is improved via three statistical tests. The first test is a multivariate normality criteri...
    Dimitrios Ververidis, Constantine Kotropoulos
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