IEEE transactions on pattern analysis and machine intelligence
Joint Sparse Optical Flow Estimation and Keypoint Detection via Dual-task Imperative Learning.
Qiang Liu, Baojia Chen, Zhiqiang Hao, Xinlong Li, Leilei Xiang, Juan Liu
Published: 202510.1109/TPAMI.2025.3627192
Abstract
Contemporary deep learning approaches for optical flow estimation continue to face persistent challenges in model interpretability, generalization capacity, and deployment efficiency, significantly constraining their practical implementation. This li…
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