Geometry Guided Deep Surface Normal Estimation

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Jie Zhang, Junjie Cao, Hairui Zhu, Dong-Ming Yan, Xiuping Liu

Published: 01 Jan 2022, Last Modified: 08 Nov 2024Comput. Aided Des. 2022EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A new two-step normal estimation method.•Integrate geometric priors into deep learning framework.•Replace multi-scale architecture by multi-scale geometric input.•Achieve 10.79 angle error in comparison with the previous state of the art of 11.78.