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    CVPR
    2007
    IEEE
    228views Computer Vision» more  CVPR 2007»
    Fisher Kernels on Visual Vocabularies for Image Categorization
    13 years 11 months ago
    Fisher Kernels on Visual Vocabularies for Image Categorization
    Download  www.xrce.xerox.com
    Within the field of pattern classification, the Fisher kernel is a powerful framework which combines the strengths of generative and discriminative approaches. The idea is to ch...
    Florent Perronnin, Christopher R. Dance
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    ICMCS
    2007
    IEEE
    180views Multimedia» more  ICMCS 2007»
    Content-Based Image Categorization and Retrieval using Neural Networks
    13 years 5 months ago
    Content-Based Image Categorization and Retrieval using Neural Networks
    Download  ww2.cs.fsu.edu
    We propose a neural network based method for organizing images for content-based image retrieval. We use spectral histogram features, the histograms of filtered images to capture...
    Yuhua Zhu, Xiuwen Liu, Washington Mio
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    CVPR
    2012
    IEEE
    248views Computer Vision» more  CVPR 2012»
    A codebook-free and annotation-free approach for fine-grained image categorization
    11 years 7 months ago
    A codebook-free and annotation-free approach for fine-grained image categorization
    Download  vision.stanford.edu
    Fine-grained categorization refers to the task of classifying objects that belong to the same basic-level class (e.g. different bird species) and share similar shape or visual app...
    Bangpeng Yao, Gary R. Bradski, Fei-Fei Li
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    IJCV
    2006
    171views more  IJCV 2006»
    Combining Generative and Discriminative Models in a Framework for Articulated Pose Estimation
    13 years 4 months ago
    Combining Generative and Discriminative Models in a Framework for Articulated Pose Estimation
    Download  people.csail.mit.edu
    We develop a method for the estimation of articulated pose, such as that of the human body or the human hand, from a single (monocular) image. Pose estimation is formulated as a s...
    Rómer Rosales, Stan Sclaroff
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    BMVC
    2010
    208views Computer Vision» more  BMVC 2010»
    Image Topic Discovery with Saliency Detection
    13 years 2 months ago
    Image Topic Discovery with Saliency Detection
    Download  www.bmva.org
    This work proposes a biologically inspired approach to integrate latent topic model with saliency detection. Firstly, a saliency detection algorithm is presented to discriminate s...
    Zhidong Li, Yang Wang, Jing Chen, Jie Xu, John Lai...
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