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optical-flow-estimation-on-kitti-2012
Optical Flow Estimation
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ModelName
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CroCo v2: Improved Cross-view Completion Pre-training for Stereo Matching and Optical Flow
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0.8
1.57
0.5
CroCo-Flow
2022-11-18
MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask
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1.1
MaskFlownet-S
2020-03-24
MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask
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1.1
MaskFlownet
2020-03-24
LiteFlowNet3: Resolving Correspondence Ambiguity for More Accurate Optical Flow Estimation
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1.3
0.7
LiteFlowNet3
2020-07-18
LiteFlowNet3: Resolving Correspondence Ambiguity for More Accurate Optical Flow Estimation
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1.3
0.7
LiteFlowNet3-S
2020-07-18
A Lightweight Optical Flow CNN -- Revisiting Data Fidelity and Regularization
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1.4
2.63
LiteFlowNet2-ft
2019-03-15
SelFlow: Self-Supervised Learning of Optical Flow
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1.5
SelFlow
2019-04-19
Models Matter, So Does Training: An Empirical Study of CNNs for Optical Flow Estimation
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1.5
PWC-Net + ft - axXiv
2018-09-14
FDFlowNet: Fast Optical Flow Estimation using a Deep Lightweight Network
1.5
FDFlowNet-ft
2020-06-22
Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation
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1.6
IRR-PWC
2019-04-10
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation
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1.6
LiteFlowNet-ft
2018-05-18
FastFlowNet: A Lightweight Network for Fast Optical Flow Estimation
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1.8
FastFlowNet-ft
2021-03-08