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Measuring Straight Line Segments Using HT Butterflies
This paper addresses the features of Hough Transform (HT) butterflies suitable for image-based segment detection and measurement. The full segment parameters such as the position, slope, width, length, continuity, and uniformity are related to the features of the HT butterflies. Mathematical analysi...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3313931/ https://www.ncbi.nlm.nih.gov/pubmed/22479442 http://dx.doi.org/10.1371/journal.pone.0033790 |
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author | Du, Shengzhi Tu, Chunling van Wyk, Barend J. Ochola, Elisha Oketch Chen, Zengqiang |
author_facet | Du, Shengzhi Tu, Chunling van Wyk, Barend J. Ochola, Elisha Oketch Chen, Zengqiang |
author_sort | Du, Shengzhi |
collection | PubMed |
description | This paper addresses the features of Hough Transform (HT) butterflies suitable for image-based segment detection and measurement. The full segment parameters such as the position, slope, width, length, continuity, and uniformity are related to the features of the HT butterflies. Mathematical analysis and experimental data are presented in order to demonstrate and build the relationship between the measurements of segments and the features of HT butterflies. An effective method is subsequently proposed to employ these relationships in order to discover the parameters of segments. Power line inspection is considered as an application of the proposed method. The application demonstrates that the proposed method is effective for power line inspection, especially for corner detection when they cross poles. |
format | Online Article Text |
id | pubmed-3313931 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-33139312012-04-04 Measuring Straight Line Segments Using HT Butterflies Du, Shengzhi Tu, Chunling van Wyk, Barend J. Ochola, Elisha Oketch Chen, Zengqiang PLoS One Research Article This paper addresses the features of Hough Transform (HT) butterflies suitable for image-based segment detection and measurement. The full segment parameters such as the position, slope, width, length, continuity, and uniformity are related to the features of the HT butterflies. Mathematical analysis and experimental data are presented in order to demonstrate and build the relationship between the measurements of segments and the features of HT butterflies. An effective method is subsequently proposed to employ these relationships in order to discover the parameters of segments. Power line inspection is considered as an application of the proposed method. The application demonstrates that the proposed method is effective for power line inspection, especially for corner detection when they cross poles. Public Library of Science 2012-03-27 /pmc/articles/PMC3313931/ /pubmed/22479442 http://dx.doi.org/10.1371/journal.pone.0033790 Text en Du et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Du, Shengzhi Tu, Chunling van Wyk, Barend J. Ochola, Elisha Oketch Chen, Zengqiang Measuring Straight Line Segments Using HT Butterflies |
title | Measuring Straight Line Segments Using HT Butterflies |
title_full | Measuring Straight Line Segments Using HT Butterflies |
title_fullStr | Measuring Straight Line Segments Using HT Butterflies |
title_full_unstemmed | Measuring Straight Line Segments Using HT Butterflies |
title_short | Measuring Straight Line Segments Using HT Butterflies |
title_sort | measuring straight line segments using ht butterflies |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3313931/ https://www.ncbi.nlm.nih.gov/pubmed/22479442 http://dx.doi.org/10.1371/journal.pone.0033790 |
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