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    ECCV
    2008
    Springer
    278views Computer Vision» more  ECCV 2008»
    Weakly Supervised Object Localization with Stable Segmentations
    15 years 11 months ago
    Weakly Supervised Object Localization with Stable Segmentations
    Download  vision.ucsd.edu
    Multiple Instance Learning (MIL) provides a framework for training a discriminative classifier from data with ambiguous labels. This framework is well suited for the task of learni...
    Carolina Galleguillos, Boris Babenko, Andrew Rabin...
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    ICONIP
    2008
    76views Information Technology» more  ICONIP 2008»
    An Integrated System for Incremental Learning of Multiple Visual Categories
    14 years 11 months ago
    An Integrated System for Incremental Learning of Multiple Visual Categories
    Download  www.tu-ilmenau.de
    Abstract. We present a biologically inspired vision system able to incrementally learn multiple visual categories by interactively presenting several hand-held objects. The overall...
    Stephan Kirstein, Heiko Wersing, Horst-Michael Gro...
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    VISAPP
    2008
    210views Computer Vision» more  VISAPP 2008»
    Continuous Learning of Simple Visual Concepts Using Incremental Kernel Density Estimation
    14 years 11 months ago
    Continuous Learning of Simple Visual Concepts Using Incremental Kernel Density Estimation
    Download  vicos.fri.uni-lj.si
    In this paper we propose a method for continuous learning of simple visual concepts. The method continuously associates words describing observed scenes with automatically extracte...
    Danijel Skocaj, Matej Kristan, Ales Leonardis
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    NIPS
    2008
    205views Information Technology» more  NIPS 2008»
    Dimensionality Reduction for Data in Multiple Feature Representations
    14 years 11 months ago
    Dimensionality Reduction for Data in Multiple Feature Representations
    Download  www.csie.ntu.edu.tw
    In solving complex visual learning tasks, adopting multiple descriptors to more precisely characterize the data has been a feasible way for improving performance. These representa...
    Yen-Yu Lin, Tyng-Luh Liu, Chiou-Shann Fuh
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    ICCV
    2009
    IEEE
    1419views Computer Vision» more  ICCV 2009»
    On Feature Combination for Multiclass Object Classification
    16 years 2 months ago
    On Feature Combination for Multiclass Object Classification
    Download  www.kyb.tuebingen.mpg.de
    A key ingredient in the design of visual object classification systems is the identification of relevant class specific aspects while being robust to intra-class variations. Whil...
    Peter Gehler, Sebastian Nowozin
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