A multimodal gesture-based virtual interactive piano system using computer vision and a motion controller

Shaun Van Wyk, Dustin Van Der Haar

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

3 Citations (Scopus)

Abstract

Everyday life activities rely on technology and in order to compliment modern day lifestyle, technology has to be either portable or interoperable. In this paper, we propose a close to real-time, gesture-based virtual piano system, using computer vision and motion tracking, with the notion of being accessible in different environments. The solution focuses on capturing a user's hand movements using sensors such as a camera and a motion controller. The system captures the information as the user interacts with the device, in order to simulate the use of an acoustic piano. Furthermore, this paper presents a model, which serves as a blueprint that highlights the important system processes. The model is validated by a prototype in order to assess the usability and viability of the system. The solution has achieved promising performance results in terms of accuracy, related to percentage of false-positives and false-negatives produced. The solution attempts to retain the comfort and efficiency of a traditional acoustic piano, while being accessible in any environment where the device can placed and interacted with.

Original languageEnglish
Title of host publication2017 2nd Asia-Pacific Conference on Intelligent Robot Systems, ACIRS 2017
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages1-6
Number of pages6
ISBN (Electronic)9781509067923
DOIs
Publication statusPublished - 19 Jul 2017
Event2nd Asia-Pacific Conference on Intelligent Robot Systems, ACIRS 2017 - Wuhan, China
Duration: 16 Jun 201718 Jun 2017

Publication series

Name2017 2nd Asia-Pacific Conference on Intelligent Robot Systems, ACIRS 2017

Conference

Conference2nd Asia-Pacific Conference on Intelligent Robot Systems, ACIRS 2017
Country/TerritoryChina
CityWuhan
Period16/06/1718/06/17

Keywords

  • computer vision
  • gesture-based
  • motion tracking
  • portability
  • virtual piano system

ASJC Scopus subject areas

  • Aerospace Engineering
  • Automotive Engineering
  • Control and Optimization
  • Artificial Intelligence
  • Modeling and Simulation

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