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    CVPR
    2007
    IEEE
    182views Computer Vision» more  CVPR 2007»
    Learning and Matching Line Aspects for Articulated Objects
    14 years 9 months ago
    Learning and Matching Line Aspects for Articulated Objects
    Download  ttic.uchicago.edu
    Traditional aspect graphs are topology-based and are impractical for articulated objects. In this work we learn a small number of aspects, or prototypical views, from video data. ...
    Xiaofeng Ren
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    CVPR
    2010
    IEEE
    446views Computer Vision» more  CVPR 2010»
    Object Recognition as Ranking Holistic Figure-Ground Hypotheses
    14 years 11 days ago
    Object Recognition as Ranking Holistic Figure-Ground Hypotheses
    Download  sminchisescu.ins.uni-bonn.de
    We present an approach to visual object-class recognition and segmentation based on a pipeline that combines multiple, holistic figure-ground hypotheses generated in a bottom-up,...
    Fuxin Li, JoãCarreira, Cristian Sminchisescu
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    SDM
    2007
    SIAM
    176views Data Mining» more  SDM 2007»
    Adaptive Concept Learning through Clustering and Aggregation of Relational Data
    13 years 9 months ago
    Adaptive Concept Learning through Clustering and Aggregation of Relational Data
    Download  siam.org
    We introduce a new approach for Clustering and Aggregating Relational Data (CARD). We assume that data is available in a relational form, where we only have information about the ...
    Hichem Frigui, Cheul Hwang
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    PAMI
    2011
    390views Operations Research» more  PAMI 2011»
    Multiple Kernel Learning for Dimensionality Reduction
    13 years 2 months ago
    Multiple Kernel Learning for Dimensionality Reduction
    Download  www.sciencenet.cn
    —In solving complex visual learning tasks, adopting multiple descriptors to more precisely characterize the data has been a feasible way for improving performance. The resulting ...
    Yen-Yu Lin, Tyng-Luh Liu, Chiou-Shann Fuh
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    PR
    2008
    228views more  PR 2008»
    Accurate integration of multi-view range images using k-means clustering
    13 years 7 months ago
    Accurate integration of multi-view range images using k-means clustering
    Download  users.aber.ac.uk
    3D modelling finds a wide range of applications in industry. However, due to the presence of surface scanning noise, accumulative registration errors, and improper data fusion, re...
    Hong Zhou, Yonghuai Liu
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