A Study on Elements of Machine Vision and Machine Learning in Industrial Vision Systems
The article presents an analysis of issues regarding the current state and prospects of using machine learning elements in industrial applications of vision systems. The analysis is preceded by a short introduction to the subject of machine vision as well as a presentation of the results of research...
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| Format: | Article |
| Language: | English |
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Military University of Technology, Warsaw
2024-09-01
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| Series: | Problemy Mechatroniki |
| Subjects: | |
| Online Access: | http://promechjournal.pl/gicid/01.3001.0054.7513 |
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| author | Jarosław PANASIUK (jaroslaw.panasiuk@wat.edu.pl) Adrianna ADAMUS (adrianna.adamus@student.wat.edu.pl) |
| author_facet | Jarosław PANASIUK (jaroslaw.panasiuk@wat.edu.pl) Adrianna ADAMUS (adrianna.adamus@student.wat.edu.pl) |
| author_sort | Jarosław PANASIUK (jaroslaw.panasiuk@wat.edu.pl) |
| collection | DOAJ |
| description | The article presents an analysis of issues regarding the current state and prospects of using machine learning elements in industrial applications of vision systems. The analysis is preceded by a short introduction to the subject of machine vision as well as a presentation of the results of research on industrial 3D vision systems, leading to conclusions that affect the prospects for further development of vision systems with elements of machine learning. |
| format | Article |
| id | doaj-art-4bc44d3ea2d44bcbb5cfa06f4b350e3a |
| institution | Kabale University |
| issn | 2081-5891 2720-5266 |
| language | English |
| publishDate | 2024-09-01 |
| publisher | Military University of Technology, Warsaw |
| record_format | Article |
| series | Problemy Mechatroniki |
| spelling | doaj-art-4bc44d3ea2d44bcbb5cfa06f4b350e3a2025-02-03T06:09:56ZengMilitary University of Technology, WarsawProblemy Mechatroniki2081-58912720-52662024-09-011538710610.5604/01.3001.0054.751301.3001.0054.7513A Study on Elements of Machine Vision and Machine Learning in Industrial Vision SystemsJarosław PANASIUK (jaroslaw.panasiuk@wat.edu.pl)0Adrianna ADAMUS (adrianna.adamus@student.wat.edu.pl)1Military University of Technology, Faculty of Mechatronics, Armament and Aerospace, Warsaw, PolandMilitary University of Technology, Faculty of Mechatronics, Armament and Aerospace, Warsaw, PolandThe article presents an analysis of issues regarding the current state and prospects of using machine learning elements in industrial applications of vision systems. The analysis is preceded by a short introduction to the subject of machine vision as well as a presentation of the results of research on industrial 3D vision systems, leading to conclusions that affect the prospects for further development of vision systems with elements of machine learning.http://promechjournal.pl/gicid/01.3001.0054.7513mobile robotrobot operating system (ROS)parametric modelidentificationtrajectory tracking |
| spellingShingle | Jarosław PANASIUK (jaroslaw.panasiuk@wat.edu.pl) Adrianna ADAMUS (adrianna.adamus@student.wat.edu.pl) A Study on Elements of Machine Vision and Machine Learning in Industrial Vision Systems Problemy Mechatroniki mobile robot robot operating system (ROS) parametric model identification trajectory tracking |
| title | A Study on Elements of Machine Vision and Machine Learning in Industrial Vision Systems |
| title_full | A Study on Elements of Machine Vision and Machine Learning in Industrial Vision Systems |
| title_fullStr | A Study on Elements of Machine Vision and Machine Learning in Industrial Vision Systems |
| title_full_unstemmed | A Study on Elements of Machine Vision and Machine Learning in Industrial Vision Systems |
| title_short | A Study on Elements of Machine Vision and Machine Learning in Industrial Vision Systems |
| title_sort | study on elements of machine vision and machine learning in industrial vision systems |
| topic | mobile robot robot operating system (ROS) parametric model identification trajectory tracking |
| url | http://promechjournal.pl/gicid/01.3001.0054.7513 |
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