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NVlabs / PWC-Net

PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)
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Confidence per pixel #82

Closed vkocheryzhkin closed 5 years ago

vkocheryzhkin commented 5 years ago

Hey, Is it possible to get confidence for each pixel of output? Or a kind of correlation on pixel lvl Thanks

deqings commented 5 years ago

Hi,

PWC-Net has no confidence measure. You may refer to the following papers for uncertainty prediction http://openaccess.thecvf.com/content_cvpr_2018/papers/Gast_Lightweight_Probabilistic_Deep_CVPR_2018_paper.pdf https://lmb.informatik.uni-freiburg.de/Publications/2018/ICKMB18/

Best, Deqing

vkocheryzhkin commented 5 years ago

Thanks!

B.R. Vladimir