DocumentCode
254731
Title
Persistent People Tracking and Face Capture over a Wide Area
Author
Medioni, Gerard ; Yinghao Cai
Author_Institution
Inst. for Robot. & Intell. Syst., Univ. of Southern California, Los Angeles, CA, USA
fYear
2014
fDate
23-28 June 2014
Firstpage
714
Lastpage
715
Abstract
Persistent people tracking over a wide area is important for many applications and has received much attention in recent years. For real-time and forensic applications, it is very helpful to capture the facial images of people tracked. In this paper, we address the problem of people tracking and face capture over a wide area. First, we propose a people tracking and face capture system using a single PTZ camera. The availability of high resolution facial images opens up new opportunities for further biometric analysis. Then, we present a new solution to persistent people tracking across multiple cameras with non-overlapping fields of view. The development of these methods should provide new insights into long-term people tracking over a wide area.
Keywords
cameras; face recognition; image resolution; tracking; PTZ camera; biometric analysis; face capture system; high resolution facial images; nonoverlapping fields of view; persistent people tracking; Cameras; Context; Face; Face detection; Target tracking; Visualization;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Vision and Pattern Recognition Workshops (CVPRW), 2014 IEEE Conference on
Conference_Location
Columbus, OH
Type
conf
DOI
10.1109/CVPRW.2014.109
Filename
6910059
Link To Document