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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%
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