Title :
Smart camera network system for use in railway stations
Author :
Kawamura, Atsushi ; Yoshimitsu, Yuji ; Kajitani, Kouichiro ; Naito, Takeshi ; Fujimura, Kaichi ; Kamijo, Shunsuke
Author_Institution :
Social Syst. Solutions Bus. Co., OMRON Corp., Kusatsu, Japan
Abstract :
We have proposed and demonstrated a smart camera network system which provides a cost-effective, reliable, and robust surveillance system. Each smart camera can autonomously analyze human behavior and recognize suspicious actions in real time. The cooperative smart cameras communicate with each other over a wireless mesh network and enable us to track suspicious behavior through multiple cameras´ fields of view. In addition, the communication between cameras provides one of the solutions of a privacy problem. We developed three basic techniques: understanding human behavior, communication between cooperative cameras, and wireless mesh network terminals. We integrated them into the system. We also demonstrated tracking of suspicious behavior across multiple cameras at a full-scale simulated station building.
Keywords :
rail traffic; traffic engineering computing; video cameras; video signal processing; video surveillance; wireless mesh networks; railway station; smart camera network system; surveillance camera network; wireless mesh network; Cameras; Humans; Network topology; Smart cameras; Surveillance; Topology; Wireless communication; S-T MRF model; behavior understanding; face detection; object tracking; smart camera; video surveillance; wireless mesh network;
Conference_Titel :
Systems, Man, and Cybernetics (SMC), 2011 IEEE International Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
978-1-4577-0652-3
DOI :
10.1109/ICSMC.2011.6083647