OpenCodePapers

optical-flow-estimation-on-kitti-2015

Optical Flow Estimation
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PaperCodeFl-allAverage End-Point ErrorFl-fgModelNameReleaseDate
MEMFOF: High-Resolution Training for Memory-Efficient Multi-Frame Optical Flow Estimation✓ Link2.944.66MEMFOF2025-06-29
Learning Optical Flow and Scene Flow with Bidirectional Camera-LiDAR Fusion✓ Link2.96CamLiRAFT2023-03-21
DPFlow: Adaptive Optical Flow Estimation with a Dual-Pyramid Framework✓ Link3.564.93DPFlow2025-03-19
CroCo v2: Improved Cross-view Completion Pre-training for Stereo Matching and Optical Flow✓ Link3.645.94CroCo-Flow2022-11-18
Recurrent Partial Kernel Network for Efficient Optical Flow Estimation✓ Link4.644.69RPKNet2024-02-01
Global Matching with Overlapping Attention for Optical Flow Estimation✓ Link4.796.84GMFlowNet2022-03-21
MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask✓ Link6.11MaskFlownet2020-03-24
RAPIDFlow: Recurrent Adaptable Pyramids with Iterative Decoding for Efficient Optical Flow Estimation✓ Link6.126.19RAPIDFlow2024-05-01
MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask✓ Link6.81MaskFlownet-S2020-03-24
LiteFlowNet3: Resolving Correspondence Ambiguity for More Accurate Optical Flow Estimation✓ Link7.226.96LiteFlowNet3-S2020-07-18
LiteFlowNet3: Resolving Correspondence Ambiguity for More Accurate Optical Flow Estimation✓ Link7.347.75LiteFlowNet32020-07-18
A Lightweight Optical Flow CNN -- Revisiting Data Fidelity and Regularization✓ Link7.62LiteFlowNet2-ft2019-03-15
Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation✓ Link7.65IRR-PWC2019-04-10
SelFlow: Self-Supervised Learning of Optical Flow✓ Link8.42SelFlow2019-04-19
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation✓ Link9.38LiteFlowNet-ft2018-05-18
Cost Function Unrolling in Unsupervised Optical Flow✓ Link10.81UnrolledCost2020-11-30
FastFlowNet: A Lightweight Network for Fast Optical Flow Estimation✓ Link11.22FastFlowNet-ft2021-03-08
Perceiver IO: A General Architecture for Structured Inputs & Outputs✓ Link4.98Perceiver IO2021-07-30
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