Research on key technologies of intelligent vision system of industrial robot

Machine vision allows industrial robots to acquire the same ability to see things as humans. The integrated machine vision system based on the vision sensor to obtain the image of the target object in the work scene, through the intelligent processing unit to simulate the extraction and analysis of important information of the human brain, to realize the identification, positioning and understanding of the target object, so as to improve the adaptability of industrial robots to the external environment, improve their perception and decision-making ability of complex industrial production environment. Through the research of this project, it will help promote the transformation of machine vision from low-level vision to high-level vision, further improve the intelligence level of industrial robots, improve the intelligence level of industrial robots in the industrial production and manufacturing process, and provide decision support for the research and development of intelligent industrial robots

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Publication Details

Published
2025-03-07
DOI
https://doi.org/10.1117/12.3060290
Primary Topic
Advanced Algorithms and Applications
Type
article
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Research on key technologies of intelligent vision system of industrial robot

Libo Yang
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Advanced Algorithms and Applications
article

Research on key technologies of intelligent vision system of industrial robot

Libo Yang
article en

Abstract

Machine vision allows industrial robots to acquire the same ability to see things as humans. The integrated machine vision system based on the vision sensor to obtain the image of the target object in the work scene, through the intelligent processing unit to simulate the extraction and analysis of important information of the human brain, to realize the identification, positioning and understanding of the target object, so as to improve the adaptability of industrial robots to the external environment, improve their perception and decision-making ability of complex industrial production environment. Through the research of this project, it will help promote the transformation of machine vision from low-level vision to high-level vision, further improve the intelligence level of industrial robots, improve the intelligence level of industrial robots in the industrial production and manufacturing process, and provide decision support for the research and development of intelligent industrial robots

Openalex Percentile: Top 96%
Advanced Algorithms and Applications
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Research on key technologies of intelligent vision system of industrial robot — Libo Yang · (2025) | TGRS Research Map | TGRS