OpenCodePapers

optical-flow-estimation-on-kitti-2015-train

Optical Flow Estimation
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PaperCodeF1-allEPEModelNameReleaseDate
MEMFOF: High-Resolution Training for Memory-Efficient Multi-Frame Optical Flow Estimation✓ Link9.932.93MEMFOF2025-06-29
DPFlow: Adaptive Optical Flow Estimation with a Dual-Pyramid Framework✓ Link11.13.37DPFlow2025-03-19
Deep Equilibrium Optical Flow Estimation✓ Link13.03.76DEQ-Flow2022-04-18
Recurrent Partial Kernel Network for Efficient Optical Flow Estimation✓ Link13.03.79RPKNet2024-02-01
FlowFormer: A Transformer Architecture for Optical Flow✓ Link14.74.09FlowFormer2022-03-30
Global Matching with Overlapping Attention for Optical Flow Estimation✓ Link15.44.24GMFlowNet2022-03-21
Separable Flow: Learning Motion Cost Volumes for Optical Flow Estimation✓ Link15.94.60SeparableFlow2021-01-01
Rethinking RAFT for Efficient Optical Flow✓ Link16.454.83Ef-RAFT2024-01-01
Learning to Estimate Hidden Motions with Global Motion Aggregation✓ Link17.14.69GMA2021-04-06
RAFT: Recurrent All-Pairs Field Transforms for Optical Flow✓ Link17.45.04RAFT2020-03-26
CRAFT: Cross-Attentional Flow Transformer for Robust Optical Flow✓ Link17.54.88CRAFT2022-03-31
RAPIDFlow: Recurrent Adaptable Pyramids with Iterative Decoding for Efficient Optical Flow Estimation✓ Link17.75.87RAPIDFlow2024-05-01
Learning Optical Flow from a Few Matches✓ Link19.36.80SCV2021-04-05
MaskFlownet: Asymmetric Feature Matching with Learnable Occlusion Mask✓ Link23.1MaskFlowNet2020-03-24
Hierarchical Discrete Distribution Decomposition for Match Density Estimation✓ Link24.013.17HD32018-12-15
Volumetric Correspondence Networks for Optical Flow✓ Link25.18.36VCN2019-12-01
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks✓ Link30.010.08FlowNet22016-12-06
FastFlowNet: A Lightweight Network for Fast Optical Flow Estimation✓ Link33.112.24FastFlowNet2021-03-08
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume✓ Link33.710.35PWC-Net2017-09-07
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