Title :
Visual surveillance by depth from focus
Author :
Murino, Vittorio ; Regazzoni, Carlo S.
Author_Institution :
Dept. of Biophys. & Electron. Eng., Genoa Univ., Italy
Abstract :
This paper aims at describing a visual surveillance prototype system able to monitor a bounded (in depth) area by using a depth-from-focus approach. The single visual camera utilized is characterized by an adjustable lens objective controlled by a host computer. In this way, the system is capable to detect possible intruders entering in the controlled zone, recovering the range information by a depth-from-focus method, and tracking the incoming entity by using a simple strategy. Tracking is performed by computing the range distance such as to keep in focus the moving object that has violated the area. This method is based on an adaptive regulation strategy of the camera parameters which makes the system robust to lighting variations occurring in real environment. Preliminary results show the goodness of the proposed approach, especially concerning the depth information recovery
Keywords :
active vision; adaptive control; computer vision; computerised monitoring; distance measurement; optical tracking; security; surveillance; adjustable lens objective; depth information recovery; depth-from-focus method; focus; host computer; intruder detection; range information recovery; tracking; visual surveillance prototype system; Cameras; Computed tomography; Data mining; Design engineering; Focusing; Fourier transforms; Lenses; Monitoring; Prototypes; Surveillance;
Conference_Titel :
Industrial Electronics, Control and Instrumentation, 1994. IECON '94., 20th International Conference on
Conference_Location :
Bologna
Print_ISBN :
0-7803-1328-3
DOI :
10.1109/IECON.1994.397926