Sign Language Recognition using Leap Motion Controller

Bibliographic Information

Other Title
  • Leap Motion Controllerを用いた指文字認識

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Description

In this paper, deaf to use as an alternative method of voice input, we propose sign language recognition using Leap Motion Controller. As decisions using sign language, we propose 19 kinds of decisions that focus on characteristic of hands and fingers. We construct sign language recognition algorithm using 19 kinds of decisions. The constructed flowchart is differing as order of decisions, recognition rate for all letters change from the difference accuracy rate of decisions. For sorting of decisions is enormous combination, we apply genetic algorithm to search for the optimal solution in the automatic construction of sign language recognition algorithm.

Journal

  • IPSJ SIG Notes

    IPSJ SIG Notes 2015 (8), 1-6, 2015-02-24

    Information Processing Society of Japan (IPSJ)

Details 詳細情報について

  • CRID
    1570291227939616384
  • NII Article ID
    110009877760
  • NII Book ID
    AN10505667
  • ISSN
    09196072
  • Text Lang
    ja
  • Data Source
    • CiNii Articles

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