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ResearchFormerly WizWand

Motion Magnification on Real-world (test)

0.26Motion ErrorFlowMag (RAFT)
-1.30929.282919.87530.4671Nov 28, 2023
Updated 8mo ago

Evaluation results

MethodLinks
FlowMag (RAFT)Optical flow estimator=RAFT, alpha=22023.110.26
FlowMag (RAFT)Optical flow estimator=PWC-Net, alpha=22023.110.3
FlowMag (ARFlow)Optical flow estimator=RAFT, alpha=22023.110.33
Warp BilinearOptical flow estimator=RAFT, alpha=22023.110.35
FlowMag (RAFT)Optical flow estimator=GMFlow, alpha=22023.110.37
FlowMag (ARFlow)Optical flow estimator=PWC-Net, alpha=22023.110.38
Warp NearestOptical flow estimator=RAFT, alpha=22023.110.4
FlowMag (ARFlow)Optical flow estimator=GMFlow, alpha=22023.110.41
Oh et al.Optical flow estimator=RAFT, alpha=22023.110.47
Oh et al.Optical flow estimator=PWC-Net, alpha=22023.110.51
Oh et al.Optical flow estimator=GMFlow, alpha=22023.110.52
Warp BilinearOptical flow estimator=GMFlow, alpha=22023.110.53
Warp NearestOptical flow estimator=GMFlow, alpha=22023.110.56
Warp BilinearOptical flow estimator=PWC-Net, alpha=22023.110.57
Warp NearestOptical flow estimator=PWC-Net, alpha=22023.110.59
Warp BilinearOptical flow estimator=RAFT, alpha=42023.110.78
FlowMag (RAFT)Optical flow estimator=RAFT, alpha=42023.110.78
Warp NearestOptical flow estimator=RAFT, alpha=42023.110.83
FlowMag (RAFT)Optical flow estimator=PWC-Net, alpha=42023.110.95
FlowMag (ARFlow)Optical flow estimator=RAFT, alpha=42023.111.03
FlowMag (ARFlow)Optical flow estimator=PWC-Net, alpha=42023.111.15
FlowMag (RAFT)Optical flow estimator=GMFlow, alpha=42023.111.19
Oh et al.Optical flow estimator=RAFT, alpha=42023.111.21
Warp BilinearOptical flow estimator=GMFlow, alpha=42023.111.24
Warp NearestOptical flow estimator=GMFlow, alpha=42023.111.26
FlowMag (ARFlow)Optical flow estimator=GMFlow, alpha=42023.111.3
Oh et al.Optical flow estimator=PWC-Net, alpha=42023.111.37
Warp BilinearOptical flow estimator=PWC-Net, alpha=42023.111.4
Oh et al.Optical flow estimator=GMFlow, alpha=42023.111.4
Warp NearestOptical flow estimator=PWC-Net, alpha=42023.111.42
FlowMag (RAFT)Optical flow estimator=RAFT, alpha=102023.112.82
Warp NearestOptical flow estimator=RAFT, alpha=102023.112.91
Warp BilinearOptical flow estimator=RAFT, alpha=102023.112.97
FlowMag (RAFT)Optical flow estimator=PWC-Net, alpha=102023.113.32
FlowMag (ARFlow)Optical flow estimator=RAFT, alpha=102023.113.52
FlowMag (ARFlow)Optical flow estimator=PWC-Net, alpha=102023.113.7
Warp BilinearOptical flow estimator=GMFlow, alpha=102023.113.79
Warp NearestOptical flow estimator=GMFlow, alpha=102023.113.84
Oh et al.Optical flow estimator=RAFT, alpha=102023.113.86
FLAVROptical flow estimator=RAFT, alpha=102023.113.87
FlowMag (RAFT)Optical flow estimator=GMFlow, alpha=102023.113.88
Warp BilinearOptical flow estimator=PWC-Net, alpha=102023.114.12
Warp NearestOptical flow estimator=PWC-Net, alpha=102023.114.15
FlowMag (ARFlow)Optical flow estimator=GMFlow, alpha=102023.114.15
FLAVROptical flow estimator=PWC-Net, alpha=102023.114.24
Oh et al.Optical flow estimator=PWC-Net, alpha=102023.114.29
Oh et al.Optical flow estimator=GMFlow, alpha=102023.114.34
FLAVROptical flow estimator=GMFlow, alpha=102023.114.4
FlowMag (RAFT)Optical flow estimator=RAFT, alpha=162023.115.2
Warp NearestOptical flow estimator=RAFT, alpha=162023.115.49
Warp BilinearOptical flow estimator=RAFT, alpha=162023.115.52
FlowMag (RAFT)Optical flow estimator=PWC-Net, alpha=162023.116.01
FlowMag (ARFlow)Optical flow estimator=RAFT, alpha=162023.116.33
FlowMag (ARFlow)Optical flow estimator=PWC-Net, alpha=162023.116.58
FlowMag (RAFT)Optical flow estimator=GMFlow, alpha=162023.116.73
Warp NearestOptical flow estimator=GMFlow, alpha=162023.116.86
Warp BilinearOptical flow estimator=GMFlow, alpha=162023.116.88
Oh et al.Optical flow estimator=RAFT, alpha=162023.116.95
FlowMag (ARFlow)Optical flow estimator=GMFlow, alpha=162023.117.23
Warp NearestOptical flow estimator=PWC-Net, alpha=162023.117.24
Warp BilinearOptical flow estimator=PWC-Net, alpha=162023.117.28
Oh et al.Optical flow estimator=PWC-Net, alpha=162023.117.6
Oh et al.Optical flow estimator=GMFlow, alpha=162023.117.64
Warp BilinearOptical flow estimator=RAFT, alpha=642023.1128.7
Warp NearestOptical flow estimator=RAFT, alpha=642023.1128.87
FlowMag (RAFT)Optical flow estimator=RAFT, alpha=642023.1129.26
FlowMag (RAFT)Optical flow estimator=PWC-Net, alpha=642023.1132.01
FlowMag (ARFlow)Optical flow estimator=RAFT, alpha=642023.1132.89
FlowMag (RAFT)Optical flow estimator=GMFlow, alpha=642023.1133.49
Warp NearestOptical flow estimator=GMFlow, alpha=642023.1133.61
Warp BilinearOptical flow estimator=GMFlow, alpha=642023.1133.72
FlowMag (ARFlow)Optical flow estimator=PWC-Net, alpha=642023.1134.21
FlowMag (ARFlow)Optical flow estimator=GMFlow, alpha=642023.1135.02
Warp NearestOptical flow estimator=PWC-Net, alpha=642023.1135.76
Warp BilinearOptical flow estimator=PWC-Net, alpha=642023.1135.78
Oh et al.Optical flow estimator=GMFlow, alpha=642023.1137.31
Oh et al.Optical flow estimator=RAFT, alpha=642023.1137.53
Oh et al.Optical flow estimator=PWC-Net, alpha=642023.1139.49