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Application of three-dimensional vision perception technology to industrial robots

  • Rui Yang
  • , Qinglong Mo
  • , Yuhong Li*
  • , Lin Gan
  • , Ruihan Hu
  • *Corresponding author for this work
  • Institute of Intelligent Manufacturing, Guangdong Academy of Sciences
  • Chinese Academy of Sciences
  • Ministry of Education of the People's Republic of China
  • Shihezi University

Research output: Contribution to journalConference articlepeer-review

Abstract

The three-dimensional vision system can improve the active perception ability of the robot, and then guide its flexible operation. This system has been widely used in industrial production processes, such as disorderly sorting, assembly, flexible welding, and defect detection. In sorting, assembly and other applications, accurate perception in a complex and changeable industrial environment is essential. Moreover, the control and other operations should be completed under the guidance of feedback information based on the collected three-dimensional perception results. Nonetheless, improvements are still required, such as accurate three-dimensional detection and positioning of work-in-progress and autonomous guidance in a complicated industrial context with continuous changes.

Original languageEnglish
Article number012002
JournalJournal of Physics: Conference Series
Volume2082
Issue number1
DOIs
StatePublished - 8 Nov 2021
Externally publishedYes
Event2021 Guangdong-Hong Kong-Macao Greater Bay Area Artificial Intelligence and Big Data Forum, AIBDF 2021 - Zhuhai, China
Duration: 24 Sep 202126 Sep 2021

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