Facial optical flow estimation via neural non-rigid registration

Facial optical flow estimation via neural non-rigid registration

Abstract Optical flow estimation in human facial video, which provides 2D correspondences between adjacent frames, is a fundamental pre-processing step for many applications, like facial expression capture and recognition. However, it is quite challenging as human facial images contain large areas o...

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Bibliographic Details
Main Authors: Zhuang Peng, Boyi Jiang, Haofei Xu, Wanquan Feng, Juyong Zhang
Format: Article
Language:English
Published: SpringerOpen 2022-10-01
Series:Computational Visual Media
Subjects:
human face
optical flow
self-supervised
non-rigid registration
neural networks
facial priors
Online Access:https://doi.org/10.1007/s41095-021-0267-z

Internet

https://doi.org/10.1007/s41095-021-0267-z

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