Corpus ID: 16370877

Cross-View Feature Learning for Scalable Social Image Analysis

  title={Cross-View Feature Learning for Scalable Social Image Analysis},
  author={Wenxuan Xie and Y. Peng and J. Xiao},
  • Wenxuan Xie, Y. Peng, J. Xiao
  • Published in AAAI 2014
  • Computer Science
  • Nowadays images on social networking websites (e.g., Flickr) are mostly accompanied with user-contributed tags, which help cast a new light on the conventional content-based image analysis tasks such as image classification and retrieval. In order to establish a scalable social image analysis system, two issues need to be considered: 1) Supervised learning is a futile task in modeling the enormous number of concepts in the world, whereas unsupervised approaches overcome this hurdle; 2… CONTINUE READING
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