Earticle

초록

영어

In our society based on communication, the barrier between the spoken and gestural languages remains a main problem for the deaf-mute. To make this communication possible, we propose developing an interface using mobile phone camera with a module of recognition allowing the recognition and the restitution of the sign language in the form of synthesized words. This module is based on a spectral comparison between the image to recognize and a correlation multidecision segmented filter resulting from images reference coming from a predetermined database: correlation technique. The latter has been used for a long time to recognize a target image. However an adaptation of this technique is necessary to take into account particular characteristics of gestures (for which the target image to recognize evolves in time) and to be able to send it with a high transmission rate. Thus to obtain a reliable decision, the module of recognition must carry out a very large number of correlations, which slows down the translation process. In order to reduce this processing time, we propose implementing our recognition module by using multipost technique “PVM”.
This technique is based on the distribution of calculation on various stations in parallel. This
technique enables us to distribute the required computing effort on various parallel stations
using (PVM) a Parallel Virtual Machine. It showed significant gains in computing time but
not sufficiently for a real-time translation (mobile phone communication). To further reduce
processing time, we propose adding a Comprehension Pre-selection module to the initial
recognition module. The former is based on the division of images (resulting from the gesture
target) in various zones, in order to reduce and eliminate all the improbable gestures, according to the positions of hands. Thus, we reduce the needed identification time.

목차

Abstract
 1. Introduction
 2. Correlation by adapted filter
 3. Suggested correlation module
  3.1. Simulations Results of the recognition module
  3.2. Discussion
 4. Pre-selection Module with divided zones
 5. Conclusions
 6. References

키워드

저자

• A Marwa Elbouz [ Laboratory L@BISEN ISEN-Brest, 20 rue cruirasse Bretagne ]
• Ayman Alfalou [ Laboratory L@BISEN ISEN-Brest, 20 rue cruirasse Bretagne ]
• Habib Hamam [ EMAT Laboratory, University of Moncton, 165 Massey av. ]

참고문헌

발행기관

간행물

표지보기 관심저널 등록

• 간행물명

  International Journal of Hybrid Information Technology

• 간기

  격월간

• pISSN

  1738-9968

• 수록기간

  2008~2016

• 십진분류

  KDC 505 DDC 605