FlowSeek integrates a frozen depth foundation model and classical motion bases into a SEA-RAFT-style flow network, achieving state-of-the-art zero-shot generalization when trained on a single GPU.
Unsupervised global and local ho- mography estimation with motion basis learning.IEEE Transactions on Pattern Analysis and Machine Intelligence, 45(6):7885–7899, 2022
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FlowSeek: Optical Flow Made Easier with Depth Foundation Models and Motion Bases
FlowSeek integrates a frozen depth foundation model and classical motion bases into a SEA-RAFT-style flow network, achieving state-of-the-art zero-shot generalization when trained on a single GPU.