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    NIPS
    1998
    130views Information Technology» more  NIPS 1998»
    Modeling Surround Suppression in V1 Neurons with a Statistically Derived Normalization Model
    13 years 8 months ago
    Modeling Surround Suppression in V1 Neurons with a Statistically Derived Normalization Model
    Download  www.cns.nyu.edu
    We examine the statistics of natural monochromatic images decomposed using a multi-scale wavelet basis. Although the coefficients of this representation are nearly decorrelated, t...
    Eero P. Simoncelli, Odelia Schwartz
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    TIP
    2002
    179views more  TIP 2002»
    Unsupervised image classification, segmentation, and enhancement using ICA mixture models
    13 years 7 months ago
    Unsupervised image classification, segmentation, and enhancement using ICA mixture models
    Download  www.cnbc.cmu.edu
    An unsupervised classification algorithm is derived by modeling observed data as a mixture of several mutually exclusive classes that are each described by linear combinations of i...
    Te-Won Lee, Michael S. Lewicki
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    CVPR
    2007
    IEEE
    158views Computer Vision» more  CVPR 2007»
    The effective resolution of correlation filters applied to natural scenes
    14 years 9 months ago
    The effective resolution of correlation filters applied to natural scenes
    Download  www.cnpsn.brain.riken.jp
    In this paper, we measure the responses of image patches, used as filters, on different image ensembles and examine how the responses are affected by reducing the resolution of th...
    Michel Vidal-Naquet, Manabu Tanifuji
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    ICALT
    2009
    IEEE
    106views Machine Learning» more  ICALT 2009»
    Eye-Tracking Users' Behavior in Relation to Cognitive Style within an E-learning Environment
    13 years 5 months ago
    Eye-Tracking Users' Behavior in Relation to Cognitive Style within an E-learning Environment
    Download  celstec.org
    Eye-tracking measurements may be used as a method of identifying users' actual behavior in a hypermedia setting. In this research, an eye-tracking experiment was conducted in...
    Nikos Tsianos, Panagiotis Germanakos, Zacharias Le...
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    PAMI
    2006
    178views more  PAMI 2006»
    Learning Nonlinear Image Manifolds by Global Alignment of Local Linear Models
    13 years 7 months ago
    Learning Nonlinear Image Manifolds by Global Alignment of Local Linear Models
    Download  lear.inrialpes.fr
    Appearance-based methods, based on statistical models of the pixel values in an image (region) rather than geometrical object models, are increasingly popular in computer vision. I...
    Jakob J. Verbeek
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