xuelunshen / local_feature_loss

loss function of local feature

local feature loss

This is an unofficial repository for some local feature loss function implementation.

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Currently, it only includes following papers:

• Local Descriptors Optimized for Average Precision
• SOSNet: Second Order Similarity Regularization for Local Descriptor Learning

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If you use these code in your research, please cite these paper:

@inproceedings{he2018local,
  title={Local descriptors optimized for average precision},
  author={He, Kun and Lu, Yan and Sclaroff, Stan},
  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  pages={596--605},
  year={2018}
}

@inproceedings{tian2019sosnet,
  title={SOSNet: Second order similarity regularization for local descriptor learning},
  author={Tian, Yurun and Yu, Xin and Fan, Bin and Wu, Fuchao and Heijnen, Huub and Balntas, Vassileios},
  booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition},
  pages={11016--11025},
  year={2019}
}