Overview of computer vision areas application for inspection and quality control

Khalimonov, Y. I.; Sotnik, S. V.

Публікація:
Overview of computer vision areas application for inspection and quality control

dc.contributor.author	Khalimonov, Y. I.
dc.contributor.author	Sotnik, S. V.
dc.date.accessioned	2024-12-15T20:08:58Z
dc.date.available	2024-12-15T20:08:58Z
dc.date.issued	2024
dc.description.abstract	The work discusses the integration of computer vision technologies into modern production processes, focusing on their role in automating inspection and quality control. By leveraging high-resolution cameras, lighting systems, and advanced image processing algorithms, these systems ensure consistent product quality, reduce manual labor, and minimize the impact of human error. Key functionalities include surface defect detection (e.g., scratches, cracks), dimensional accuracy measurement, assembly verification, and shape analysis. Advanced methods like 3D scanning and machine learning are highlighted as pivotal for detecting defects with high precision and adapting to dynamic production environments. Additionally, the integration with Big Data and manufacturing solutions (e.g., ERP and MES) facilitates efficient quality data management. The work emphasizes that computer vision systems enhance production efficiency, cost-effectiveness, and product reliability, making them indispensable tools in modern manufacturing. It concludes by noting the technology's growing importance for professionals in automation and robotics, offering vast opportunities for innovation and research.
dc.identifier.citation	Khalimonov Y. I. Overview of computer vision areas application for inspection and quality control / Y. I. Khalimonov, S. V. Sotnik // Комп’ютерно-інтегровані технології автоматизації технологічних процесів на транспорті та у виробництві : матеріали всеукр. наук.-практ. конф. здобувачів вищ. освіти і молодих учених, 20 листоп. 2024 р. - Харків. нац. автомоб.-дор. ун-т. – Харкiв, 2024. – С. 117–121.
dc.identifier.uri	https://openarchive.nure.ua/handle/document/29451
dc.language.iso	en_US
dc.publisher	ХНУРЕ
dc.subject	computer vision
dc.subject	Quality Control
dc.subject	3D Vision Systems
dc.subject	OCR (Optical Character Recognition)
dc.subject	Edge Detection
dc.subject	Feature Extraction
dc.subject	Object Detection
dc.subject	Machine Learning
dc.subject	Deep Learning
dc.subject	image processing
dc.title	Overview of computer vision areas application for inspection and quality control
dc.type	Conference proceedings
dspace.entity.type	Publication