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    ICPR
    2004
    IEEE
    157views computer vision» more  ICPR 2004»
    Corner Detection Using Support Vector Machines
    14 years 8 months ago
    Corner Detection Using Support Vector Machines
    Download  www.isical.ac.in
    A support vector machine based algorithm for corner detection is presented. It is based on computing the direction of maximum gray-level change for each edge pixel in an image, an...
    Malay K. Kundu, Minakshi Banerjee, Pabitra Mitra
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    JMLR
    2006
    150views more  JMLR 2006»
    Building Support Vector Machines with Reduced Classifier Complexity
    13 years 7 months ago
    Building Support Vector Machines with Reduced Classifier Complexity
    Download  jmlr.csail.mit.edu
    Support vector machines (SVMs), though accurate, are not preferred in applications requiring great classification speed, due to the number of support vectors being large. To overc...
    S. Sathiya Keerthi, Olivier Chapelle, Dennis DeCos...
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    DAGM
    2004
    Springer
    184views Image Processing» more  DAGM 2004»
    Efficient Face Detection by a Cascaded Support Vector Machine Using Haar-Like Features
    13 years 11 months ago
    Efficient Face Detection by a Cascaded Support Vector Machine Using Haar-Like Features
    Download  gravis.cs.unibas.ch
    Abstract. In this paper, we present a novel method for reducing the computational complexity of a Support Vector Machine (SVM) classifier without significant loss of accuracy. We a...
    Matthias Rätsch, Sami Romdhani, Thomas Vetter
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    ML
    2007
    ACM
    130views Machine Learning» more  ML 2007»
    A note on Platt's probabilistic outputs for support vector machines
    13 years 7 months ago
    A note on Platt's probabilistic outputs for support vector machines
    Download  www.csie.ntu.edu.tw
    Platt’s probabilistic outputs for Support Vector Machines (Platt, 2000) has been popular for applications that require posterior class probabilities. In this note, we propose an ...
    Hsuan-Tien Lin, Chih-Jen Lin, Ruby C. Weng
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    ECML
    2005
    Springer
    102views Machine Learning» more  ECML 2005»
    Infinite Ensemble Learning with Support Vector Machines
    14 years 1 months ago
    Infinite Ensemble Learning with Support Vector Machines
    Download  www.work.caltech.edu
    Hsuan-Tien Lin, Ling Li
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