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ResearchFormerly WizWand

Light Field Super-Resolution on HCIold 7x7 SAIs (test)

38.33PSNRSkimLFSR
36.135636.705337.27537.8447Jul 22, 2024
Updated 8mo ago

Evaluation results

MethodLinks
SkimLFSRTraining Protocol=Trained on 7x7 SAIs, Angular Resolution=7x72024.0738.3397.65
SkimLFSR (a)Training Protocol=Ablation Study (7x7), Angular Resolution=7x72024.0738.2697.63
SkimLFSR (e)Training Protocol=Cross-resolution (5x5 -> 7x7), Angular Resolution=7x72024.0738.2697.62
SkimLFSR (b)Training Protocol=Ablation Study (7x7), Angular Resolution=7x72024.0738.2597.62
SkimLFSR (c)Training Protocol=Ablation Study (7x7), Angular Resolution=7x72024.0738.2497.63
M2MT-NetTraining Protocol=Trained on 7x7 SAIs, Angular Resolution=7x72024.0738.2297.61
SkimLFSR (f)Training Protocol=Cross-resolution (5x5 -> 7x7), Angular Resolution=7x72024.0738.2197.58
SkimLFSR (d)Training Protocol=Cross-resolution (5x5 -> 7x7), Angular Resolution=7x72024.0738.1897.57
LF-DETTraining Protocol=Trained on 7x7 SAIs, Angular Resolution=7x72024.0738.197.56
EPITTraining Protocol=Cross-resolution (5x5 -> 7x7), Angular Resolution=7x72024.0737.9397.49
LF-DETTraining Protocol=Cross-resolution (5x5 -> 7x7), Angular Resolution=7x72024.0737.997.45
LFMambaTraining Protocol=Cross-resolution (5x5 -> 7x7), Angular Resolution=7x72024.0737.1897.17
LFTTraining Protocol=Cross-resolution (5x5 -> 7x7), Angular Resolution=7x72024.0736.2296.36