Article ; Online: Absolute phase retrieval of shiny objects using fringe projection and deep learning with computer-graphics-based images.
Applied optics
2022 Volume 61, Issue 10, Page(s) 2750–2756
Abstract: Fringe projection profilometry is a high-precision method used to measure the 3D shape of an object by projecting sinusoidal fringes onto an object. However, fringes projected onto a metallic or shiny object are distorted nonlinearly, which causes ... ...
Abstract | Fringe projection profilometry is a high-precision method used to measure the 3D shape of an object by projecting sinusoidal fringes onto an object. However, fringes projected onto a metallic or shiny object are distorted nonlinearly, which causes significant measurement errors. A high-precision measurement method for shiny objects that employs computer graphics (CG) and deep learning is proposed. We trained a deep neural network by projecting fringes on a shiny object in CG space. Our results show that the method can reduce the nonlinear fringe distortion caused by gloss in real space. |
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Language | English |
Publishing date | 2022-04-26 |
Publishing country | United States |
Document type | Journal Article |
ISSN | 1539-4522 |
ISSN (online) | 1539-4522 |
DOI | 10.1364/AO.450723 |
Database | MEDical Literature Analysis and Retrieval System OnLINE |
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