Abstract
For interactive mixed reality applications, a novel human body detection and tracking method is presented. The method automatically detects moving body regions and tracks them continuously until they disappear from the camera field of view. Two main cues, skin color and motion, are used to track visual attentions. The method can be used for applications of the attention based human-computer interfaces where attentions are mostly focused on human body parts. In our experiments, the method provided correct results whenever at least a patch of moving body parts was disclosed with skin color.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Sherrah, J., Gong, S.: Vigour: A system for tracking and recognition of multiple people and their activities. In: Proceedings of the International Conference on Pattern Recognition, pp. 1179–1182 (2000)
Wren, C.R., Azarbayejni, A., Darrell, T., Pentland, A.P.: Pfinder: real-time tracking of the human body. IEEE Trans. PAMI 19(7), 780–785 (1997)
Leung, M.K.: Yee-Hong: First sight: a human body outline labeling system. IEEE Trans. PAMI 17(4), 359–377 (1995)
Spengler, M., Schiele, B.: Towards robust multi-cue integration for visual tracking. Machine Vision and Applications 14, 50–58 (2003)
Vincent, L., Soille, P.: Watersheds in digital spaces: An efficient algorithm based on immersion simulations. IEEE Trans. Pattern Anal. Machine Intell. 13, 583–598 (1991)
Haris, K., Efstratiadis, S.N., Maglaveras, N., Katsaggelos, A.K.: Hybrid image segmentation using watersheds and fast region merging. IEEE Trans. Image Processing 7, 1684–1699 (1998)
Sobottka, K., Pitas, I.: Segmentation and tracking of faces in color images. In: Proc. Second Int’l Conf. Automatic Face and Gesture Recognition, pp. 236–241 (1996)
Murray, D.W., Buxton, B.F.: Scene segmentation from visual motion using global optimization. IEEE Trans. Patt. Anal. Mach. Intell. 9(2), 220–228 (1987)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2004 IFIP International Federation for Information Processing
About this paper
Cite this paper
Park, JS., Lee, SR. (2004). Human Body Tracking for Human Computer Intelligent Interaction. In: Rauterberg, M. (eds) Entertainment Computing – ICEC 2004. ICEC 2004. Lecture Notes in Computer Science, vol 3166. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-28643-1_34
Download citation
DOI: https://doi.org/10.1007/978-3-540-28643-1_34
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-22947-6
Online ISBN: 978-3-540-28643-1
eBook Packages: Springer Book Archive