Hierarchical matching with side information for image classification

  title={Hierarchical matching with side information for image classification},
  author={Qiang Chen and Zheng Song and Yang Hua and ZhongYang Huang and Shuicheng Yan},
  journal={2012 IEEE Conference on Computer Vision and Pattern Recognition},
In this work, we introduce a hierarchical matching framework with so-called side information for image classification based on bag-of-words representation. Each image is expressed as a bag of orderless pairs, each of which includes a local feature vector encoded over a visual dictionary, and its corresponding side information from priors or contexts. The side information is used for hierarchical clustering of the encoded local features. Then a hierarchical matching kernel is derived as the… CONTINUE READING
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