Table 1 Analysis of the number of feature point detections versus the number of matches on the HPatches dataset.
From: LMFD: lightweight multi-feature descriptors for image stitching
Methods | Features/Matches |
|---|---|
Superpoint15+NN | 2.0K/1.1K |
ASLNet33+NN | 4.0K/2.0K |
HesAff34+RootSIFT+NN | 6.7K/2.8K |
D2Net31+NN | 6.0K/2.5K |
R2D235+NN | 5.0K/1.6K |
HAN36+HN+NN | 3.9K/2.0K |
Superpoint+CAPS37+NN | 2.0K/1.1K |
SIFT+CAP38+NN | 4.4K/1.5K |
DELF39+NN | 4.6K/1.9K |
Patch2Pix13 | 2.4K/1.1K |
Superpoint+SuperGlue32 | 1.1K/0.5K |
Ours(\(r=3,k_{z}=1\)) | 3.6K/2.1K |
Ours(\(r=5,k_{z}=3\)) | 2.5K/1.6K |
