JOURNAL ARTICLE

3D Machine Vision System for Defect Inspection and Robot Guidance

Danail SlavovVladimir Hristov

Year: 2022 Journal:   2022 57th International Scientific Conference on Information, Communication and Energy Systems and Technologies (ICEST) Pages: 1-5

Abstract

This paper describes a vision system which can be used for defect inspection of machinery parts and guidance of industrial robots. The system is an important part of a conceptual production cell project. Based on the goal tasks, a 3D smart camera is selected. The appropriate sample for defect hunting is considered. Significance of the work scene lighting is emphasized and the built-in blue-light capabilities of the smart camera are indicated. Connection with a PC is established ensuring all needed communications. An application for visual inspection is developed which includes four building blocks and several techniques for measuring object characteristics. Convenient human-machine interface is built which allows fast system reconfiguration and project structure adjustment. Finally, essential propositions for further system improvement are outlined.

Keywords:
Computer science Robot Machine vision Smart camera Artificial intelligence Object (grammar) Control reconfiguration Computer vision Visual inspection Interface (matter) Human–computer interaction Embedded system

Metrics

7
Cited By
2.78
FWCI (Field Weighted Citation Impact)
0
Refs
0.89
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Industrial Vision Systems and Defect Detection
Physical Sciences →  Engineering →  Industrial and Manufacturing Engineering
Advanced Measurement and Metrology Techniques
Physical Sciences →  Engineering →  Mechanical Engineering
Manufacturing Process and Optimization
Physical Sciences →  Engineering →  Industrial and Manufacturing Engineering

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