16th International Conference on Pattern Recognition (ICPR'02) - Volume 1 Estimation of Human Motion from Multiple Cameras for Gesture Recognition Quebec City, QC, Canada August 11-August 15 ISBN: 0-7695-1695-X
We have been researching human sensing technologies based on computer vision for the realization of the Percept-Room as an intelligent environment. This room offers several services such as the control of electrical appliances by use of gestures. A more caring technology is strongly expected for providing more human-friendly interfaces. As a first step, the recognition of human motion in the Percept-Room is an important task. We propose a method for extracting humans and then hand gestures from multi-channel motion images captured in the Percept-Room. The human position and the rising hand gestures are estimated by integrating the silhouettes from multiple cameras by a background image subtraction and a frame subtraction. We describe the proposed methods and the experimental results obtained by use of a PC system implemented in the Percept-Room.
Citation:
Masafumi Tominaga, Hitoshi Hongo, Hiroyasu Koshimizu, Yoshinori Niwa, Kazuhiko Yamamoto, "Estimation of Human Motion from Multiple Cameras for Gesture Recognition," icpr, vol. 1, pp.10401, 16th International Conference on Pattern Recognition (ICPR'02) - Volume 1, 2002 Usage of this product signifies your acceptance of the Terms of Use. | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||