@article{ART001036724},
author={소인미 and Kang Sun-Kyung and Jung， Sung-Tae and 김영운 and 이지근},
title={Development of a Vision Based Fall Detection System For Healthcare},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2006},
volume={11},
number={6},
pages={279-288}
TY - JOUR
AU - 소인미
AU - Kang Sun-Kyung
AU - Jung， Sung-Tae
AU - 김영운
AU - 이지근
TI - Development of a Vision Based Fall Detection System For Healthcare
JO - Journal of The Korea Society of Computer and Information
PY - 2006
VL - 11
IS - 6
PB - The Korean Society Of Computer And Information
SP - 279
EP - 288
SN - 1598-849X
AB - This paper proposes a method to detect fall action by using stereo images to recognize emergency situation. It uses 3D information to extract the visual information for learning and testing. It uses HMM(Hidden Markov Model) as a recognition algorithm. The proposed system extracts background images from two camera images. It extracts a moving object from input video sequence by using the difference between input image and background image. After that, it finds the bounding rectangle of the moving object and extracts 3D information by using calibration data of the two cameras. We experimented to the recognition rate of fall action with the variation of rectangle width and height and that of 3D location of the rectangle center point. Experimental results show that the variation of 3D location of the center point achieves the higher recognition rate than the variation of width and height.
KW - Activity Recognition(동작인식);Segmentation(객체추출);Detection(동작감지);Calibration (캘리브레이션);HMM
DO -
UR -
ER -
소인미, Kang Sun-Kyung, Jung， Sung-Tae, 김영운 and 이지근. (2006). Development of a Vision Based Fall Detection System For Healthcare. Journal of The Korea Society of Computer and Information, 11(6), 279-288.
소인미, Kang Sun-Kyung, Jung， Sung-Tae, 김영운 and 이지근. 2006, "Development of a Vision Based Fall Detection System For Healthcare", Journal of The Korea Society of Computer and Information, vol.11, no.6 pp.279-288.
소인미, Kang Sun-Kyung, Jung， Sung-Tae, 김영운, 이지근 "Development of a Vision Based Fall Detection System For Healthcare" Journal of The Korea Society of Computer and Information 11.6 pp.279-288 (2006) : 279.
소인미, Kang Sun-Kyung, Jung， Sung-Tae, 김영운, 이지근. Development of a Vision Based Fall Detection System For Healthcare. 2006; 11(6), 279-288.
소인미, Kang Sun-Kyung, Jung， Sung-Tae, 김영운 and 이지근. "Development of a Vision Based Fall Detection System For Healthcare" Journal of The Korea Society of Computer and Information 11, no.6 (2006) : 279-288.
소인미; Kang Sun-Kyung; Jung， Sung-Tae; 김영운; 이지근. Development of a Vision Based Fall Detection System For Healthcare. Journal of The Korea Society of Computer and Information, 11(6), 279-288.
소인미; Kang Sun-Kyung; Jung， Sung-Tae; 김영운; 이지근. Development of a Vision Based Fall Detection System For Healthcare. Journal of The Korea Society of Computer and Information. 2006; 11(6) 279-288.
소인미, Kang Sun-Kyung, Jung， Sung-Tae, 김영운, 이지근. Development of a Vision Based Fall Detection System For Healthcare. 2006; 11(6), 279-288.
소인미, Kang Sun-Kyung, Jung， Sung-Tae, 김영운 and 이지근. "Development of a Vision Based Fall Detection System For Healthcare" Journal of The Korea Society of Computer and Information 11, no.6 (2006) : 279-288.
