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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...

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Detalles Bibliográficos
Autores principales: Du, Shengzhi, Tu, Chunling, van Wyk, Barend J., Ochola, Elisha Oketch, Chen, Zengqiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2012
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.
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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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