Fusion of hand and arm gestures

D. Coquin, E. Benoit, H. Sawada, B. Ionescu

Research output: Contribution to journalConference articlepeer-review

1 Citation (Scopus)

Abstract

In order to improve the link between an operator and its machine, some human oriented communication systems are now using natural languages like speech or gesture. The goal of this paper is to present a gesture recognition system based on the fusion of measurements issued from different kind of sources. It is necessary to have some sensors that are able to capture at least the position and the orientation of the hand such as Dataglove and a video camera. Datagloge gives a measure of the hand posture and a video camera gives a measure of the general arm gesture which represents the physical and spatial properties of the gesture, and based on the 2D skeleton representation of the arm. The measurements used are partially complementary and partially redundant. The application is distributed on intelligent cooperating sensors. The paper presents the measurement of the hand and the arm gestures, the fusion processes, and the implementation solution.

Original languageEnglish
Article number60510E
JournalProceedings of SPIE - The International Society for Optical Engineering
Volume6051
DOIs
Publication statusPublished - 2005 Dec 1
Externally publishedYes
EventOptomechatronic Machine Vision - Sappora, Japan
Duration: 2005 Dec 52005 Dec 7

Keywords

  • Fusion
  • Gestures
  • Recognition

ASJC Scopus subject areas

  • Electronic, Optical and Magnetic Materials
  • Condensed Matter Physics
  • Computer Science Applications
  • Applied Mathematics
  • Electrical and Electronic Engineering

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