@article{ART001546399},
author={Kim Sang-Kyoon},
title={Gesture Recognition using MHI Shape Information},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2011},
volume={16},
number={4},
pages={1-14}
TY - JOUR
AU - Kim Sang-Kyoon
TI - Gesture Recognition using MHI Shape Information
JO - Journal of The Korea Society of Computer and Information
PY - 2011
VL - 16
IS - 4
PB - The Korean Society Of Computer And Information
SP - 1
EP - 14
SN - 1598-849X
AB - In this paper, we propose a gesture recognition system to recognize motions using the shape information of MHI (Motion History Image). The system acquires MHI to provide information on motions from images with input and extracts the gradient images from such MHI for each X and Y coordinate. It extracts the shape information by applying the shape context to each gradient image and uses the extracted pattern information values as the feature values. It recognizes motions by learning and classifying the obtained feature values with a SVM (Support Vector Machine) classifier. The suggested system is able to recognize the motions for multiple people as well as to recognize the direction of movements by using the shape information of MHI. In addition, it shows a high ratio of recognition with a simple method to extract features.
KW - Gesture Recognition);MHI(Motion History Image);Shape Context;SVM(Support Vector Machine)
DO -
UR -
ER -
Kim Sang-Kyoon. (2011). Gesture Recognition using MHI Shape Information. Journal of The Korea Society of Computer and Information, 16(4), 1-14.
Kim Sang-Kyoon. 2011, "Gesture Recognition using MHI Shape Information", Journal of The Korea Society of Computer and Information, vol.16, no.4 pp.1-14.
Kim Sang-Kyoon "Gesture Recognition using MHI Shape Information" Journal of The Korea Society of Computer and Information 16.4 pp.1-14 (2011) : 1.
Kim Sang-Kyoon. Gesture Recognition using MHI Shape Information. 2011; 16(4), 1-14.
Kim Sang-Kyoon. "Gesture Recognition using MHI Shape Information" Journal of The Korea Society of Computer and Information 16, no.4 (2011) : 1-14.
Kim Sang-Kyoon. Gesture Recognition using MHI Shape Information. Journal of The Korea Society of Computer and Information, 16(4), 1-14.
Kim Sang-Kyoon. Gesture Recognition using MHI Shape Information. Journal of The Korea Society of Computer and Information. 2011; 16(4) 1-14.
Kim Sang-Kyoon. Gesture Recognition using MHI Shape Information. 2011; 16(4), 1-14.
Kim Sang-Kyoon. "Gesture Recognition using MHI Shape Information" Journal of The Korea Society of Computer and Information 16, no.4 (2011) : 1-14.
