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ResearchFormerly WizWand

Homography Estimation on RGB NIR

1.07MACERHWF
-0.10867.8469515.802523.75805Sep 26, 2024Dec 22, 2024Mar 19, 2025Jun 15, 2025Sep 10, 2025Dec 6, 2025Mar 4, 2026
Updated 8mo ago

Evaluation results

MethodLinks
RHWFApproach Category=Supervised2024.091.07
SSHNet-RHWFApproach Category=Unsupervised2024.091.52
IHNApproach Category=Supervised2024.091.63
SSHNet-IHNApproach Category=Unsupervised2024.091.66
LocalTransApproach Category=Supervised2024.091.72
SSHNet-IHN-DApproach Category=Unsupervised, Distillation=true2024.091.72
CCNetType=Supervised2026.032.992
MCNet+Type=Supervised, Augmented=true2026.033.146
MCNetType=Supervised2026.033.226
IHN+Type=Supervised, Augmented=true2026.033.552
SSHNet-SCPNetApproach Category=Unsupervised2024.093.86
CCNetType=Zero-shot2026.034.461
IHNType=Supervised2026.034.588
SCPNetApproach Category=Unsupervised2024.094.78
MCNet*Training Data=Synthetic2026.035.239
MCNetType=Zero-shot2026.035.239
MHNApproach Category=Supervised2024.095.52
IHN*Training Data=Synthetic2026.035.647
IHNType=Zero-shot2026.035.647
SSHNetType=Unsupervised2026.036.743
SSHNet-MHNApproach Category=Unsupervised2024.096.93
MHNType=Supervised2026.037.078
IHN+Training Data=GoogleMap, Synthesis Applied=True2026.037.456
MHN*Training Data=Synthetic2026.037.549
MHNType=Zero-shot2026.037.549
AltOType=Unsupervised2026.037.897
MCNet+Training Data=GoogleMap, Synthesis Applied=True2026.0310.45
SCPNetType=Unsupervised2026.0310.618
SCPNetTraining Data=GoogleMap2026.0310.918
DHNApproach Category=Supervised2024.0911.88
SSHNet-DHNApproach Category=Unsupervised2024.0912.13
IHNTraining Data=GoogleMap2026.0312.491
DHNType=Supervised2026.0312.855
DHN*Training Data=Synthetic2026.0313.864
DHNType=Zero-shot2026.0313.864
MCNetTraining Data=GoogleMap2026.0316.557
AltOTraining Data=GoogleMap2026.0318.651
SIFTApproach Category=Traditional2024.0921.33
UMF-CMGRApproach Category=Unsupervised2024.0922.38
ORBApproach Category=Traditional2024.0922.67
UDHNApproach Category=Unsupervised2024.0923.43
biHomEApproach Category=Unsupervised2024.0923.77
CA-UDHNApproach Category=Unsupervised2024.0924.12
CA-UDHNType=Unsupervised2026.0324.297
BasesHomoApproach Category=Unsupervised2024.0924.41
UDHNType=Unsupervised2026.0325.452
DHNTraining Data=GoogleMap2026.0326.605
MHNTraining Data=GoogleMap2026.0330.372
SSHNetTraining Data=GoogleMap2026.0330.535