Abstract: Extracting motion information from videos with optical flow estimation is vital in multiple practical robot applications. Current optical flow approaches show remarkable accuracy, but ...

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Thanks for releasing such impressive work! In the paper, you mentioned that "During this stage, for each video we estimate all T frames for dense tasks". However, the number of optical flow should be ...

Abstract: Optical flow can enable robots to accurately perceive the environment and support advanced applications. The estimation accuracy of directly pruned optical flow models suffers significant ...