Analysis of Laser Sensors and Camera Vision in the Shoe Position Inspection System
Inspection systems are currently an evolving field in the industry. The main goal is to provide a picture of the quality of intermediates and products in the production process. The most widespread sensory system is camera equipment. This article describes the implementation of camera devices for ch...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2021-11-01
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| Series: | Sensors |
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| Online Access: | https://www.mdpi.com/1424-8220/21/22/7531 |
| _version_ | 1797508496257712128 |
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| author | Jaromír Klarák Ivan Kuric Ivan Zajačko Vladimír Bulej Vladimír Tlach Jerzy Józwik |
| author_facet | Jaromír Klarák Ivan Kuric Ivan Zajačko Vladimír Bulej Vladimír Tlach Jerzy Józwik |
| author_sort | Jaromír Klarák |
| collection | DOAJ |
| description | Inspection systems are currently an evolving field in the industry. The main goal is to provide a picture of the quality of intermediates and products in the production process. The most widespread sensory system is camera equipment. This article describes the implementation of camera devices for checking the location of the upper on the shoe last. The next part of the article deals with the analysis of the application of laser sensors in this task. The results point to the clear advantages of laser sensors in the inspection task of placing the uppers on the shoe’s last. The proposed method defined the resolution of laser scanners according to the type of scanned surface, where the resolution of point cloud ranged from 0.16 to 0.5 mm per point based on equations representing specific points approximated to polynomial regression in specific places, which are defined in this article. Next, two inspection systems were described, where one included further development in the field of automation and Industry 4.0 and with a high perspective of development into the future. The main aim of this work is to conduct analyses of sensory systems for inspection systems and their possibilities for further work mainly based on the resolution and quality of obtained data. For instance, dependency on scanning complex surfaces and the achieved resolution of scanned surfaces. |
| first_indexed | 2024-03-10T05:04:47Z |
| format | Article |
| id | doaj.art-27fc150c13334f7eb9562ff60f506c48 |
| institution | Directory Open Access Journal |
| issn | 1424-8220 |
| language | English |
| last_indexed | 2024-03-10T05:04:47Z |
| publishDate | 2021-11-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Sensors |
| spelling | doaj.art-27fc150c13334f7eb9562ff60f506c482023-11-23T01:24:57ZengMDPI AGSensors1424-82202021-11-012122753110.3390/s21227531Analysis of Laser Sensors and Camera Vision in the Shoe Position Inspection SystemJaromír Klarák0Ivan Kuric1Ivan Zajačko2Vladimír Bulej3Vladimír Tlach4Jerzy Józwik5Faculty of Mechanical Engineering, University of Žilina, 010 26 Žilina, SlovakiaFaculty of Mechanical Engineering, University of Žilina, 010 26 Žilina, SlovakiaFaculty of Mechanical Engineering, University of Žilina, 010 26 Žilina, SlovakiaFaculty of Mechanical Engineering, University of Žilina, 010 26 Žilina, SlovakiaFaculty of Mechanical Engineering, University of Žilina, 010 26 Žilina, SlovakiaDepartment of Production Engineering, Mechanical Engineering Faculty, Lublin University of Technology, 20-618 Lublin, PolandInspection systems are currently an evolving field in the industry. The main goal is to provide a picture of the quality of intermediates and products in the production process. The most widespread sensory system is camera equipment. This article describes the implementation of camera devices for checking the location of the upper on the shoe last. The next part of the article deals with the analysis of the application of laser sensors in this task. The results point to the clear advantages of laser sensors in the inspection task of placing the uppers on the shoe’s last. The proposed method defined the resolution of laser scanners according to the type of scanned surface, where the resolution of point cloud ranged from 0.16 to 0.5 mm per point based on equations representing specific points approximated to polynomial regression in specific places, which are defined in this article. Next, two inspection systems were described, where one included further development in the field of automation and Industry 4.0 and with a high perspective of development into the future. The main aim of this work is to conduct analyses of sensory systems for inspection systems and their possibilities for further work mainly based on the resolution and quality of obtained data. For instance, dependency on scanning complex surfaces and the achieved resolution of scanned surfaces.https://www.mdpi.com/1424-8220/21/22/7531shoe inspectionpolynomial regressionpoint cloudlaser sensorshoecamera vision |
| spellingShingle | Jaromír Klarák Ivan Kuric Ivan Zajačko Vladimír Bulej Vladimír Tlach Jerzy Józwik Analysis of Laser Sensors and Camera Vision in the Shoe Position Inspection System Sensors shoe inspection polynomial regression point cloud laser sensor shoe camera vision |
| title | Analysis of Laser Sensors and Camera Vision in the Shoe Position Inspection System |
| title_full | Analysis of Laser Sensors and Camera Vision in the Shoe Position Inspection System |
| title_fullStr | Analysis of Laser Sensors and Camera Vision in the Shoe Position Inspection System |
| title_full_unstemmed | Analysis of Laser Sensors and Camera Vision in the Shoe Position Inspection System |
| title_short | Analysis of Laser Sensors and Camera Vision in the Shoe Position Inspection System |
| title_sort | analysis of laser sensors and camera vision in the shoe position inspection system |
| topic | shoe inspection polynomial regression point cloud laser sensor shoe camera vision |
| url | https://www.mdpi.com/1424-8220/21/22/7531 |
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