Title :
Tracking people by using color information from omnidirectional images
Author :
Matsumura, Akari ; Iwai, Yoshio ; Yachida, Masahiko
Author_Institution :
Graduate Sch. of Eng. Sci., Osaka Univ., Japan
Abstract :
This paper proposes a method for finding and tracking people in input images which uses skin color information. Making color models for skin color and background enables us to find people easily and to track people without any discomfort. Our proposed method can track overlapped people by considering their mutual positions and textures. We use an omnidirectional image sensor for taking images in order to capture many people for a long time in this paper. We conduct experiments for evaluation of the proposed method.
Keywords :
Kalman filters; image colour analysis; image recognition; Kalman filter; color models; omnidirectional image sensor; skin color information; Cameras; Equations; Face detection; Face recognition; Humans; Image sensors; Neural networks; Optical sensors; Sensor phenomena and characterization; Skin;
Conference_Titel :
SICE 2002. Proceedings of the 41st SICE Annual Conference
Print_ISBN :
0-7803-7631-5
DOI :
10.1109/SICE.2002.1196588