Systematic construction and control of stereo nerve vision network in intelligent manufacturing

Hua Liu, Helong Wang, Chunjie Guo, Quanxin Ding, Liwei Zhou

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

A system method of constructing stereo vision by using neural network is proposed, and the operation and control mechanism in actual operation are proposed. This method makes effective use of the neural network in learning and memory function, by after training with samples. Moreover, the neural network can learn the nonlinear relationship in the stereoscopic vision system and the internal and external orientation elements. These considerations are Worthy of attention, which includes limited constraints, the scientific of critical group, the operating speed and the operability in technical aspects. The results support our theoretical forecast.

Original languageEnglish
Title of host publicationAOPC 2017
Subtitle of host publication3D Measurement Technology for Intelligent Manufacturing
EditorsAnand Krishna Asundi, Huijie Zhao, Wolfgang Osten
PublisherSPIE
ISBN (Electronic)9781510613973
DOIs
Publication statusPublished - 2017
EventApplied Optics and Photonics China: 3D Measurement Technology for Intelligent Manufacturing, AOPC 2017 - Beijing, China
Duration: 4 Jun 20176 Jun 2017

Publication series

NameProceedings of SPIE - The International Society for Optical Engineering
Volume10458
ISSN (Print)0277-786X
ISSN (Electronic)1996-756X

Conference

ConferenceApplied Optics and Photonics China: 3D Measurement Technology for Intelligent Manufacturing, AOPC 2017
Country/TerritoryChina
CityBeijing
Period4/06/176/06/17

Keywords

  • Optical design
  • Photonics
  • System engineering

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