Tri-Clustered Tensor Completion for Social-Aware Image Tag Refinement

@article{Tang2017TriClusteredTC,
  title={Tri-Clustered Tensor Completion for Social-Aware Image Tag Refinement},
  author={Jinhui Tang and Xiangbo Shu and Guo-Jun Qi and Zechao Li and Meng Wang and Shuicheng Yan and Ramesh Jain},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year={2017},
  volume={39},
  pages={1662-1674}
}
Social image tag refinement, which aims to improve tag quality by automatically completing the missing tags and rectifying the noise-corrupted ones, is an essential component for social image search. Conventional approaches mainly focus on exploring the visual and tag information, without considering the user information, which often reveals important hints on the (in)correct tags of social images. Towards this end, we propose a novel tri-clustered tensor completion framework to collaboratively… CONTINUE READING
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