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@article{ART001929534},
author={김기상 and HYUNG IL CHOI},
title={Sign Language Recognition System Using SVM and Depth Camera},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2014},
volume={19},
number={11},
pages={63-72}

TY - JOUR
AU - 김기상
AU - HYUNG IL CHOI
TI - Sign Language Recognition System Using SVM and Depth Camera
JO - Journal of The Korea Society of Computer and Information
PY - 2014
VL - 19
IS - 11
PB - The Korean Society Of Computer And Information
SP - 63
EP - 72
SN - 1598-849X
AB - In this paper, we propose a sign language recognition system using SVM and depth camera. Especially,we focus on the Korean sign language. For the sign language system, we suggest two methods, one inhand feature extraction stage and the other in recognition stage. Hand features are consisted of thenumber of fingers, finger length, radius of palm, and direction of the hand. To extract hand features, weuse Distance Transform and make hand skeleton. This method is more accurate than a traditional methodwhich uses contours. To recognize hand posture, we develop the decision tree with the hand features. For more accuracy, we use SVM to determine the threshold value in the decision tree. In the experimentalresults, we show that the suggested method is more accurate and faster when extracting hand features arecognizing hand postures.
KW - Sign Language;Hand Posture Recognition;SVM
DO -
UR -
ER -

김기상 and HYUNG IL CHOI. (2014). Sign Language Recognition System Using SVM and Depth Camera. Journal of The Korea Society of Computer and Information, 19(11), 63-72.

김기상 and HYUNG IL CHOI. 2014, "Sign Language Recognition System Using SVM and Depth Camera", Journal of The Korea Society of Computer and Information, vol.19, no.11 pp.63-72.

김기상, HYUNG IL CHOI "Sign Language Recognition System Using SVM and Depth Camera" Journal of The Korea Society of Computer and Information 19.11 pp.63-72 (2014) : 63.

김기상, HYUNG IL CHOI. Sign Language Recognition System Using SVM and Depth Camera. 2014; 19(11), 63-72.

김기상 and HYUNG IL CHOI. "Sign Language Recognition System Using SVM and Depth Camera" Journal of The Korea Society of Computer and Information 19, no.11 (2014) : 63-72.

김기상; HYUNG IL CHOI. Sign Language Recognition System Using SVM and Depth Camera. Journal of The Korea Society of Computer and Information, 19(11), 63-72.

김기상; HYUNG IL CHOI. Sign Language Recognition System Using SVM and Depth Camera. Journal of The Korea Society of Computer and Information. 2014; 19(11) 63-72.

김기상, HYUNG IL CHOI. Sign Language Recognition System Using SVM and Depth Camera. 2014; 19(11), 63-72.

김기상 and HYUNG IL CHOI. "Sign Language Recognition System Using SVM and Depth Camera" Journal of The Korea Society of Computer and Information 19, no.11 (2014) : 63-72.