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dense-pixel-correspondence-estimation-on
Dense Pixel Correspondence Estimation
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ModelName
ReleaseDate
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Deep Matching Prior: Test-Time Optimization for Dense Correspondence
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0.48
2.24
2.41
4.32
5.16
97.52
RANSAC-DMP+
2021-06-06
DGC-Net: Dense Geometric Correspondence Network
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1.55
5.53
8.98
11.66
16.70
DGC-Net aff+tps+homo
2018-10-19
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume
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4.43
11.44
15.47
20.17
28.30
PWC-Net
2017-09-07
DeepMatching: Hierarchical Deformable Dense Matching
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5.84
4.63
12.43
12.17
22.55
DeepMatching*
2015-06-25
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
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5.99
15.55
17.09
22.13
30.68
FlowNet2
2016-12-06
COTR: Correspondence Transformer for Matching Across Images
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7.75
91.1
40.91
82.37
COTR
2021-03-25
COTR: Correspondence Transformer for Matching Across Images
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7.98
86.33
33.08
77.09
COTR +Interp.
2021-03-25
Optical Flow Estimation using a Spatial Pyramid Network
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36.94
50.92
54.29
62.60
72.57
SPyNet
2016-11-03