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Sign Language Recognition using Leap Motion Controller
Bibliographic Information
- Other Title
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- 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
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- IPSJ SIG Notes
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IPSJ SIG Notes 2015 (8), 1-6, 2015-02-24
Information Processing Society of Japan (IPSJ)
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Details 詳細情報について
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- CRID
- 1570291227939616384
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- NII Article ID
- 110009877760
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- NII Book ID
- AN10505667
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- ISSN
- 09196072
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- Text Lang
- ja
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- Data Source
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- CiNii Articles