Center-point coordinate vision automatic extraction method for row billet end face

In order to realize rapid extraction of the center coordinates for row billet end faces when labeled by multi-strand billet end face labeling robot, a research program is proposed that the image coordinates in billet end face image are extracted and then the center point's coordinates of the bi...

Full description

Bibliographic Details
Main Authors: Chunmei WANG, Fengshan HUANG, Yusong REN, Fuxiang ZHANG, Jingbo ZHOU
Format: Article
Language:zho
Published: Hebei University of Science and Technology 2018-06-01
Series:Journal of Hebei University of Science and Technology
Subjects:
Online Access:http://xuebao.hebust.edu.cn/hbkjdx/ch/reader/create_pdf.aspx?file_no=b201803011&flag=1&journal_
id doaj-76639798b4f94ae699217838673c9be5
record_format Article
spelling doaj-76639798b4f94ae699217838673c9be52020-11-25T01:10:54ZzhoHebei University of Science and TechnologyJournal of Hebei University of Science and Technology1008-15422018-06-0139326827410.7535/hbkd.2018yx03011b201803011Center-point coordinate vision automatic extraction method for row billet end faceChunmei WANG0Fengshan HUANG1Yusong REN2Fuxiang ZHANG3Jingbo ZHOU4School of Electrical Engineering, Hebei University of Science and Technology, Shijiazhuang, Hebei 050018, ChinaSchool of Mechanical Engineering, Hebei University of Science and Technology, Shijiazhuang, Hebei 050018, ChinaSchool of Mechanical Engineering, Hebei University of Science and Technology, Shijiazhuang, Hebei 050018, ChinaSchool of Mechanical Engineering, Hebei University of Science and Technology, Shijiazhuang, Hebei 050018, ChinaSchool of Mechanical Engineering, Hebei University of Science and Technology, Shijiazhuang, Hebei 050018, ChinaIn order to realize rapid extraction of the center coordinates for row billet end faces when labeled by multi-strand billet end face labeling robot, a research program is proposed that the image coordinates in billet end face image are extracted and then the center point's coordinates of the billets end face image are calculated. Firstly, an improved SUSAN corner detection algorithm is proposed to solve the corner leak detection problem caused by the distance between the adjacent billet image edge being too small and the billet image corner angle being the arc angle. Then, the image plane coordinates of corners point are extracted, and the number of the billets end faces image in each enclosed area is calculated. Finally, a method for extracting the coordinates of slant billet end faces is provided, and the center point image plane coordinates of each billet end face are calculated, respectively. The robot labeling experiment of each billet end face in a row billet is carried out, and experimental results indicate that the horizontal and vertical labeling position error ranges of each billet end face are -0.625~0.850 mm and -0.550~0.875 mm, respectively, meeting the enterprises' allowed center coordinates position error value 1 mm of the billet end face fully. The visual methods mentioned in this paper are feasible in both theoretical and practical applications, and it not only provides an accurate labeling position for the continuous blank end labeling robot, but also provides a reliable method for extracting the center coordinates of rectangular image elements, and has some application value.http://xuebao.hebust.edu.cn/hbkjdx/ch/reader/create_pdf.aspx?file_no=b201803011&flag=1&journal_image processinga row billetcenter coordinate extractioncorner detectionboundary extractionimage coordinate
collection DOAJ
language zho
format Article
sources DOAJ
author Chunmei WANG
Fengshan HUANG
Yusong REN
Fuxiang ZHANG
Jingbo ZHOU
spellingShingle Chunmei WANG
Fengshan HUANG
Yusong REN
Fuxiang ZHANG
Jingbo ZHOU
Center-point coordinate vision automatic extraction method for row billet end face
Journal of Hebei University of Science and Technology
image processing
a row billet
center coordinate extraction
corner detection
boundary extraction
image coordinate
author_facet Chunmei WANG
Fengshan HUANG
Yusong REN
Fuxiang ZHANG
Jingbo ZHOU
author_sort Chunmei WANG
title Center-point coordinate vision automatic extraction method for row billet end face
title_short Center-point coordinate vision automatic extraction method for row billet end face
title_full Center-point coordinate vision automatic extraction method for row billet end face
title_fullStr Center-point coordinate vision automatic extraction method for row billet end face
title_full_unstemmed Center-point coordinate vision automatic extraction method for row billet end face
title_sort center-point coordinate vision automatic extraction method for row billet end face
publisher Hebei University of Science and Technology
series Journal of Hebei University of Science and Technology
issn 1008-1542
publishDate 2018-06-01
description In order to realize rapid extraction of the center coordinates for row billet end faces when labeled by multi-strand billet end face labeling robot, a research program is proposed that the image coordinates in billet end face image are extracted and then the center point's coordinates of the billets end face image are calculated. Firstly, an improved SUSAN corner detection algorithm is proposed to solve the corner leak detection problem caused by the distance between the adjacent billet image edge being too small and the billet image corner angle being the arc angle. Then, the image plane coordinates of corners point are extracted, and the number of the billets end faces image in each enclosed area is calculated. Finally, a method for extracting the coordinates of slant billet end faces is provided, and the center point image plane coordinates of each billet end face are calculated, respectively. The robot labeling experiment of each billet end face in a row billet is carried out, and experimental results indicate that the horizontal and vertical labeling position error ranges of each billet end face are -0.625~0.850 mm and -0.550~0.875 mm, respectively, meeting the enterprises' allowed center coordinates position error value 1 mm of the billet end face fully. The visual methods mentioned in this paper are feasible in both theoretical and practical applications, and it not only provides an accurate labeling position for the continuous blank end labeling robot, but also provides a reliable method for extracting the center coordinates of rectangular image elements, and has some application value.
topic image processing
a row billet
center coordinate extraction
corner detection
boundary extraction
image coordinate
url http://xuebao.hebust.edu.cn/hbkjdx/ch/reader/create_pdf.aspx?file_no=b201803011&flag=1&journal_
work_keys_str_mv AT chunmeiwang centerpointcoordinatevisionautomaticextractionmethodforrowbilletendface
AT fengshanhuang centerpointcoordinatevisionautomaticextractionmethodforrowbilletendface
AT yusongren centerpointcoordinatevisionautomaticextractionmethodforrowbilletendface
AT fuxiangzhang centerpointcoordinatevisionautomaticextractionmethodforrowbilletendface
AT jingbozhou centerpointcoordinatevisionautomaticextractionmethodforrowbilletendface
_version_ 1725173547502927872