Skip to main navigation Skip to search Skip to main content

Research on Cooperative Control of Human-Computer Interaction Tools with High Recognition Rate Based on Neural Network

  • Beihang University

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

Abstract

Human-Computer Interaction (HCI) is the vital technology of Virtual Reality. The control using several different HCI tools together provides a natural and effective method of human-computer interaction. This paper provides a way of cooperative control with multi-recognition tools. The separate tools, including speech recognition tools, hand gesture recognition tools, posture recognition tools, are developed firstly. Then assign the cooperation program receives the recognition result sent from the three independent tool through UDP protocol. A neural network that fits the habits of the operator is trained. Process the three recognition results using the trained BP neural network. Higher recognition rate compared with a single HCI tool is accomplished. Operators can communicate with the machine much more naturally and effectively.

Original languageEnglish
Title of host publicationProceedings - 2014 International Conference on Virtual Reality and Visualization, ICVRV 2014
EditorsXukun Shen, Xiaopeng Zhang, Zhong Zhou, Guodong Zhang, Xun Luo
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages350-354
Number of pages5
ISBN (Electronic)9781479968541
DOIs
StatePublished - 28 Sep 2015
EventInternational Conference on Virtual Reality and Visualization, ICVRV 2014 - Shenyang, China
Duration: 30 Aug 201431 Aug 2014

Publication series

NameProceedings - 2014 International Conference on Virtual Reality and Visualization, ICVRV 2014

Conference

ConferenceInternational Conference on Virtual Reality and Visualization, ICVRV 2014
Country/TerritoryChina
CityShenyang
Period30/08/1431/08/14

Keywords

  • Cooperative Control
  • Human Computer Interaction
  • Neural Network
  • Virtual Reality

Fingerprint

Dive into the research topics of 'Research on Cooperative Control of Human-Computer Interaction Tools with High Recognition Rate Based on Neural Network'. Together they form a unique fingerprint.

Cite this