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ResearchFormerly WizWand

Motion Magnification on Real-world Videos (test)

0.04Motion ErrorFlowMag (ARFlow)
-1.5389.113519.76530.4165Nov 28, 2023
Updated 8mo ago

Evaluation results

MethodLinks
FlowMag (ARFlow)Optical Flow Backbone=PWC-Net, alpha=12023.110.040.13
Oh et al.Optical Flow Backbone=PWC-Net, alpha=12023.110.050.2
FlowMag (RAFT)Optical Flow Backbone=PWC-Net, alpha=12023.110.050.13
Warp NearestOptical Flow Backbone=RAFT, alpha=12023.110.240.65
Warp BilinearOptical Flow Backbone=PWC-Net, alpha=12023.110.280.63
FlowMag (RAFT)Optical Flow Backbone=PWC-Net, alpha=22023.110.30.55
Warp NearestOptical Flow Backbone=PWC-Net, alpha=12023.110.320.56
FlowMag (ARFlow)Optical Flow Backbone=PWC-Net, alpha=22023.110.380.74
Oh et al.Optical Flow Backbone=PWC-Net, alpha=22023.110.510.8
Warp BilinearOptical Flow Backbone=PWC-Net, alpha=22023.110.571.08
Warp NearestOptical Flow Backbone=PWC-Net, alpha=22023.110.591.07
FlowMag (RAFT)Optical Flow Backbone=PWC-Net, alpha=42023.110.951.56
FlowMag (ARFlow)Optical Flow Backbone=PWC-Net, alpha=42023.111.152.13
Oh et al.Optical Flow Backbone=PWC-Net, alpha=42023.111.372.06
Warp BilinearOptical Flow Backbone=PWC-Net, alpha=42023.111.42.21
Warp NearestOptical Flow Backbone=PWC-Net, alpha=42023.111.422.28
FlowMag (RAFT)Optical Flow Backbone=PWC-Net, alpha=82023.112.483.62
FlowMag (ARFlow)Optical Flow Backbone=PWC-Net, alpha=82023.112.814.52
Warp NearestOptical Flow Backbone=PWC-Net, alpha=82023.113.164.65
Warp BilinearOptical Flow Backbone=PWC-Net, alpha=82023.113.164.51
Oh et al.Optical Flow Backbone=PWC-Net, alpha=82023.113.274.51
FlowMag (RAFT)Optical Flow Backbone=PWC-Net, alpha=162023.116.017.74
FlowMag (ARFlow)Optical Flow Backbone=PWC-Net, alpha=162023.116.589.19
Warp NearestOptical Flow Backbone=PWC-Net, alpha=162023.117.249.54
Warp BilinearOptical Flow Backbone=PWC-Net, alpha=162023.117.289.45
Oh et al.Optical Flow Backbone=PWC-Net, alpha=162023.117.69.65
FlowMag (RAFT)Optical Flow Backbone=PWC-Net, alpha=322023.1114.0516.22
FlowMag (ARFlow)Optical Flow Backbone=PWC-Net, alpha=322023.1115.1819.68
Warp BilinearOptical Flow Backbone=PWC-Net, alpha=322023.1116.1819.82
Warp NearestOptical Flow Backbone=PWC-Net, alpha=322023.1116.2419.94
Oh et al.Optical Flow Backbone=PWC-Net, alpha=322023.1117.5221.58
Warp NearestOptical Flow Backbone=RAFT, alpha=642023.1128.8739.63
FlowMag (RAFT)Optical Flow Backbone=RAFT, alpha=642023.1129.2635.59
FlowMag (RAFT)Optical Flow Backbone=PWC-Net, alpha=642023.1132.0134.82
FlowMag (RAFT)Optical Flow Backbone=GMFlow (FlyingThings), alpha=642023.1133.4942.17
FlowMag (ARFlow)Optical Flow Backbone=PWC-Net, alpha=642023.1134.2141.51
FlowMag (RAFT)Optical Flow Backbone=GMFlow (Sintel), alpha=642023.1134.4447.67
Warp NearestOptical Flow Backbone=PWC-Net, alpha=642023.1135.7643.51
Warp BilinearOptical Flow Backbone=PWC-Net, alpha=642023.1135.7843.37
Oh et al.Optical Flow Backbone=PWC-Net, alpha=642023.1139.4950.36