Towards Visual Feature Translation

@article{Hu2019TowardsVF,
  title={Towards Visual Feature Translation},
  author={Jie Hu and R. Ji and H. Liu and Shengchuan Zhang and Cheng Deng and Q. Tian},
  journal={2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year={2019},
  pages={2999-3008}
}
  • Jie Hu, R. Ji, +3 authors Q. Tian
  • Published 2019
  • Computer Science
  • 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Most existing visual search systems are deployed based upon fixed kinds of visual features, which prohibits the feature reusing across different systems or when upgrading systems with a new type of feature. Such a setting is obviously inflexible and time/memory consuming, which is indeed mendable if visual features can be ``translated" across systems. In this paper, we make the first attempt towards visual feature translation to break through the barrier of using features across different… Expand
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