Title :
Integrating plan-view tracking and color-based person models for multiple people tracking
Author :
Iocchi, Luca ; Bolles, Robert C.
Author_Institution :
Artificial Intelligence Center, SRI Int., Menlo Park, CA, USA
Abstract :
Tracking multiple people in a dynamic environment is important in many applications. Recent research in this area has focused either on geometric analysis or appearance models. In this paper we distinguish four types of tracking problems, and then describe an approach for combining geometric analysis and appearance-based tracking to "hold on to" people in three of these situations.
Keywords :
computational geometry; image colour analysis; image recognition; tracking; appearance-based tracking; color-based person models; geometric analysis; multiple people tracking; plan-view tracking; Artificial intelligence; Geometry; Light sources; Lighting; Performance evaluation; Predictive models; Security; Sensor systems; Solid modeling; Surveillance;
Conference_Titel :
Image Processing, 2005. ICIP 2005. IEEE International Conference on
Print_ISBN :
0-7803-9134-9
DOI :
10.1109/ICIP.2005.1530531