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DGC-Net: Dense Geometric Correspondence Network

This is a PyTorch implementation of our work "DGC-Net: Dense Geometric Correspondence Network"

Method / HPatches ID Viewpoint 1 Viewpoint 2 Viewpoint 3 Viewpoint 4 Viewpoint 5
PWC-Net 4.43 11.44 15.47 20.17 28.30
GM best model 9.59 18.55 21.15 27.83 35.19
DGC-Net (paper) 1.55 5.53 8.98 11.66 16.70
DGCM-Net (paper) 2.97 6.85 9.95 12.87 19.13
DGC-Net (repo) 1.74 5.88 9.07 12.14 16.50
DGCM-Net (repo) 2.33 5.62 9.55 11.59 16.48

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基于深度学习的图像配准,及其连接:https://zhuanlan.zhihu.com/p/112114806

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  • Jupyter Notebook 79.9%
  • Python 20.1%