84581

Автор(ы): 

Автор(ов): 

5

Параметры публикации

Тип публикации: 

Доклад

Название: 

System for determining the structure and control of orientation of simple shape elements for machine vision systems

ISBN/ISSN: 

0277-786X

DOI: 

10.1117/12.3078288

Наименование конференции: 

  • International Conference "Artificial Intelligence in Photonics, SPIE/COS Photonics Asia 2025"

Наименование источника: 

  • Proceedings International Conference "Artificial Intelligence in Photonics, SPIE/COS Photonics Asia 2025"

Город: 

  • Beijing

Издательство: 

  • SPIE

Год издания: 

2025

Страницы: 

https://clc.li/HFsSp
Аннотация
This paper presents a visual inspection system for the orientation of micro-assembly components, designed for use in automated manufacturing complexes. The objective of the developed algorithm is to detect microchips placed in waffle packs that deviate from the permissible angular orientation. The proposed method involves image preprocessing based on Gaussian and multicriterial method smoothing, threshold segmentation, and morphological transformations, followed by object contour extraction. For each detected element, the rotation angle relative to the horizontal axis is estimated. Elements exceeding the set angular deviation threshold are registered and visually marked for subsequent positioning by actuators. The developed approach can be integrated into machine vision systems of industrial assembly lines to ensure orientation control and placement quality in micro-assembly processes.

Библиографическая ссылка: 

Данилин К.Д., Пустовит А.А., Морозкин М.С., Абдуллин Т.Х., Семенищев Е.А. System for determining the structure and control of orientation of simple shape elements for machine vision systems / Proceedings International Conference "Artificial Intelligence in Photonics, SPIE/COS Photonics Asia 2025". Beijing: SPIE, 2025. С. https://clc.li/HFsSp.