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Dec, 2020
UPFlow：无监督光流学习的上采样金字塔
UPFlow: Upsampling Pyramid for Unsupervised Optical Flow Learning
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Kunming Luo, Chuan Wang, Shuaicheng Liu, Haoqiang Fan, Jue Wang...
TL;DR
提出无监督学习方法，通过改善金字塔网络的上采样和学习来估计光流，具有自引导上采样模块和金字塔蒸馏损失，并将两个组件相结合，该方法在多个基准测试中均取得了最佳性能。
Abstract
We present an
unsupervised learning
approach for
optical flow estimation
by improving the
upsampling
and learning of
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