Building and using a semantivisual image hierarchy

@article{Li2010BuildingAU,
  title={Building and using a semantivisual image hierarchy},
  author={Li-Jia Li and Chong Wang and Yongwhan Lim and David M. Blei and Li Fei-Fei},
  journal={2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition},
  year={2010},
  pages={3336-3343}
}
A semantically meaningful image hierarchy can ease the human effort in organizing thousands and millions of pictures (e.g., personal albums), and help to improve performance of end tasks such as image annotation and classification. Previous work has focused on using either low-level image features or textual tags to build image hierarchies, resulting in limited success in their general usage. In this paper, we propose a method to automatically discover the “semantivisual” image hierarchy by… CONTINUE READING
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