Research on suppressing shading from 3D scanned data using a scanned reference model

被引:0
作者
Lee, Seungjun [1 ]
Lee, Hwanyong [2 ]
机构
[1] Ajou Univ, Dept Software & Comp Engn, Suwon, Gyeonggi, South Korea
[2] Ajou Univ, Dept Software & Comp Engn, Suwon, Gyeonggi, South Korea
来源
PROCEEDINGS OF THE 25TH ACM CONFERENCE ON 3D WEB TECHNOLOGY, WEB3D 2020 | 2020年
关键词
3D Scanning; suppressing shading;
D O I
10.1145/3424616.3424699
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
When a physical object is scanned with an optical 3D scanner in a normal environment, shading is caused by external lighting that effect on the 3D scanned color data. This shading is not easy to separate from original surface color of the model and can make abnormal rendering result when rendered with additional artificial lighting. Therefore, various kind of automatic or manual processing is required to suppressing shading in general. However, the processing requires information of original scanned physical object and lighting environment which is not simple to sense and record. In our research, using white spherical plaster as a reference model, scan in lighting environment as similar as possible then make a model of external lighting environment using the normal vector and brightness information of the reference model to calibrate the color change due to shading. We have scanned experimental data and be applied processing to show feasibility of our method. We found that sphere or hemisphere reference model is effective reference model for process of suppressing shading. It is recommendable to end user application practice and can be included as component of standard or recommendation.
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页数:3
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共 7 条
  • [1] Lambertian reflectance and linear subspaces
    Basri, R
    Jacobs, DW
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2003, 25 (02) : 218 - 233
  • [2] Hong H., 2011, P HCI KOREA 2011
  • [3] International Standard Organization, 2019, Graphic technology-Prepress digital data exchange-Part 2: Advanced colour targets for input scanner calibration
  • [4] Multi-view Inverse Rendering Under Arbitrary Illumination and Albedo
    Kim, Kichang
    Torii, Akihiko
    Okutomi, Masatoshi
    [J]. COMPUTER VISION - ECCV 2016, PT III, 2016, 9907 : 750 - 767
  • [5] Li ZQ, 2018, SIGGRAPH ASIA'18: SIGGRAPH ASIA 2018 TECHNICAL PAPERS, DOI 10.1145/3272127.3275055
  • [6] The shadow meets the mask: Pyramid-based shadow removal
    Shor, Yael
    Lischinski, Dani
    [J]. COMPUTER GRAPHICS FORUM, 2008, 27 (02) : 577 - 586
  • [7] InverseRenderNet: Learning single image inverse rendering
    Yu, Ye
    Smith, William A. P.
    [J]. 2019 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2019), 2019, : 3150 - 3159