Browse > Article
http://dx.doi.org/10.5302/J.ICROS.2007.13.6.537

Motion analysis for Home Surveillance of the Aged who Lives Alone based on Video Images  

Kim, Young-Baek (경남대학교 컴퓨터공학부)
Rhee, Sang-Yong (경남대학교 컴퓨터공학부)
Publication Information
Journal of Institute of Control, Robotics and Systems / v.13, no.6, 2007 , pp. 537-641 More about this Journal
Abstract
In this paper, motion analysis algorithm is presented for home surveillance of the aged who lives alone. For the first step, we acquire images from a camera. To enhance the image, we use median filtering and binarize it to reduce processing time. And then morphological operations are performed to remove small blobs and small holes. At the forth step, blobs are analysed to extracts tor foreground region. Then, motions are predicted from these images by using optical tlow technique, and the predicted motion data are refined by comparing our cardboard models so as to judge behavior pattern.
Keywords
motion analysis; card board model;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
연도 인용수 순위
1 T. Watanabe and M. Yachida, 'Real time recognition of gesture and gesture degree information using multi input image sequence,' ICPR, vol. 1, p. 1855, 1998   DOI
2 J. W. Davis, A. F. Bobic, 'The representation and recognition of action using temporal templates,' MIT Media Lan Technical Report 402, 1997
3 D. M. Gavrila and L. S. Davis, 'Towards 3D modelbased tracking and recognition of human movement: a multi-view approach,' Int. Workshop on Face and Gesture Recognition, vol. 0000162479, pp. 272-277, 1995
4 I. Haritaoglu, D. Harwood and L. S. Davis, 'Ghost: A human body part labeling system using shilhouettes,' International Conference on Pattern Recognition, 1998   DOI
5 J. Sherrah and S. Gong, 'VIGOUR: A system for tracking and recognition of multiple people and their activities,' Proc. ICPR. Barcelona Spain, vol. 1, pp. 179- 182, 2000   DOI
6 V. I. Pavolovic, R. Sharma, and T. S. Hunag, 'Visual interpretation of hand gestures for human-computer interaction: A review,' IEEE Transaction on PAMI, vol. 19, no. 7, p. 677, July 1997   DOI   ScienceOn
7 S. Ju, M. Black, Y. Yacoob. 'Cardboard people: A parameterized model of articulated image motion,' International conference on Face and Gesture Analysis. 1996   DOI
8 A. Azarbayejani, C. Wren, and A. Pentland, 'Real-time 3-D tracking of the human body,' M.I.T Media laboratory Perceptual Computing Section Technical Report No. 374
9 I. Haritaoglu, D. Harwood and L. S. Davis, 'W4: Who? When? Where? What? A real time system for detection and tracking people,' International Confercnce On Face and Gesture Recognituion. 14-16, April 1998   DOI
10 김갑기, 김광인, 김항준,'신경망을 이용한 자동차 번호판 추출,' 한국 정보과학회 논문집 제 26 권 제 2 호, pp. 476-478, 10, 1999   과학기술학회마을
11 박성현, '이동 카메라에 의한 이동 물체의 추적기법에 관한 연구,' 석사학위논문, 부산대학교, 2000
12 B. K. P. Horn and B. G. Schunck, 'Determining optical flow,' Artif. Intell., vol. 17. no. 1-3, pp. 185-204, Aug. 1981   DOI   ScienceOn
13 국립창원대학교 아동가족학과 노인문제 연구실: http://www.changwon.ac.kr/~goldage/sub3 menu03.html