Cargando…
Improved 3D measurement with a novel preprocessing method in DFP
Shadow and background are two common factors in digital fringe projection, which lead to ambiguity in three-dimensional measurement and thereby need to be seriously considered. Preprocessing is often needed to segment the object from invalid points. The existing segmentation approaches based on modu...
Autores principales: | , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2017
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5693984/ https://www.ncbi.nlm.nih.gov/pubmed/29201604 http://dx.doi.org/10.1186/s40638-017-0077-z |
_version_ | 1783280031802327040 |
---|---|
author | Xiao, Yi Li, You-Fu |
author_facet | Xiao, Yi Li, You-Fu |
author_sort | Xiao, Yi |
collection | PubMed |
description | Shadow and background are two common factors in digital fringe projection, which lead to ambiguity in three-dimensional measurement and thereby need to be seriously considered. Preprocessing is often needed to segment the object from invalid points. The existing segmentation approaches based on modulation normally perform well in pure dark background circumstances, which, however, lose accuracy in situations of white or complex background. In this paper, an accurate shadow and background removal technique is proposed, which segments the shadow by one threshold from modulation histogram and segments the background by the threshold in intensity histogram. Experiments are well designed and conducted to verify the effectiveness and reliability of the proposed method. |
format | Online Article Text |
id | pubmed-5693984 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-56939842017-11-30 Improved 3D measurement with a novel preprocessing method in DFP Xiao, Yi Li, You-Fu Robotics Biomim Research Shadow and background are two common factors in digital fringe projection, which lead to ambiguity in three-dimensional measurement and thereby need to be seriously considered. Preprocessing is often needed to segment the object from invalid points. The existing segmentation approaches based on modulation normally perform well in pure dark background circumstances, which, however, lose accuracy in situations of white or complex background. In this paper, an accurate shadow and background removal technique is proposed, which segments the shadow by one threshold from modulation histogram and segments the background by the threshold in intensity histogram. Experiments are well designed and conducted to verify the effectiveness and reliability of the proposed method. Springer Berlin Heidelberg 2017-11-17 2017 /pmc/articles/PMC5693984/ /pubmed/29201604 http://dx.doi.org/10.1186/s40638-017-0077-z Text en © The Author(s) 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | Research Xiao, Yi Li, You-Fu Improved 3D measurement with a novel preprocessing method in DFP |
title | Improved 3D measurement with a novel preprocessing method in DFP |
title_full | Improved 3D measurement with a novel preprocessing method in DFP |
title_fullStr | Improved 3D measurement with a novel preprocessing method in DFP |
title_full_unstemmed | Improved 3D measurement with a novel preprocessing method in DFP |
title_short | Improved 3D measurement with a novel preprocessing method in DFP |
title_sort | improved 3d measurement with a novel preprocessing method in dfp |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5693984/ https://www.ncbi.nlm.nih.gov/pubmed/29201604 http://dx.doi.org/10.1186/s40638-017-0077-z |
work_keys_str_mv | AT xiaoyi improved3dmeasurementwithanovelpreprocessingmethodindfp AT liyoufu improved3dmeasurementwithanovelpreprocessingmethodindfp |