Title :
Security Door System Using Human Tracking Method with Laser Range Finders
Author :
LEE, Jae Hoon ; Kim, Yong-Shik ; Kim, Bong Keun ; Ohba, Kohtaro ; Kawata, Hirohiko ; Ohya, Akihisa ; Yuta, Shin´ichi
Author_Institution :
AIST, Tsukuba
Abstract :
Recently, tracking and counting people are requested for the security purpose. In this paper, we propose a method to track and count people with laser range finders. A method to extract the walking human from the sensor data is introduced. Multi-target model and Kalman filter based estimation are employed to track the human movement and count the number of people. The proposed method is applied to a novel system to monitor the entrance area and to filter out the trespasser who enters the door without identification. Experiments for various cases are performed to verify the usefulness of developed proto-type system.
Keywords :
Kalman filters; image motion analysis; image sensors; laser ranging; security; target tracking; Kalman filter; human movement; human tracking method; laser range finders; multi-target model; security door system; Cameras; Data security; Humans; Kalman filters; Laser modes; Legged locomotion; Monitoring; Radiofrequency identification; Space technology; Target tracking; Human Tracking; Laser Range Finder; Security System;
Conference_Titel :
Mechatronics and Automation, 2007. ICMA 2007. International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4244-0828-3
Electronic_ISBN :
978-1-4244-0828-3
DOI :
10.1109/ICMA.2007.4303868