AV1 motion vectors serve as a high-fidelity warm-start for the RAFT optical flow network, delivering a four-fold speedup in convergence with only minor end-point error increase compared to standard initialization.
The hci benchmark suite: Stereo and flow ground truth with uncer- tainties for urban autonomous driving,
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AV1 Motion Vector Fidelity and Application for Efficient Optical Flow
AV1 motion vectors serve as a high-fidelity warm-start for the RAFT optical flow network, delivering a four-fold speedup in convergence with only minor end-point error increase compared to standard initialization.