Title :
Real time tracking of a remote moving object by active zoom cameras
Author :
Gao, Yan ; Zhang, Xiaolin
Author_Institution :
Precision & Intell. Lab., Tokyo Inst. of Technol., Tokyo, Japan
Abstract :
Object detecting and tracking at a distance has been a big problem in the research field of wide area security. This paper introduces a real time active vision system which can track a moving object from 1 meter to 200 meters. This visual servo system is mainly structured of three mechanical freedoms of pan, tilt and zoom. An eagle´s eye mechanism is proposed to obtain a wide field of view (FOV) in high resolution. A fusion schemes that combines the results of the three separate zoom cameras for detecting and tracking a moving object at distance is also developed. A high performance pan-tilt unit and an algorithm of high frequency motor control is proposed to smooth the tracking. This system has the tracking and zooming functions to monitor an unexpected object at a long distance. The camera can zoom in to capture the high resolution detail of a pedestrian and record a series of available images while tracking. In order to demonstrate the effectiveness of the approaches adopted, an experiment of tracking a pedestrian from a distance of 100–200 meters has been carried out. Experimental results show that the proposed system is valid for tracking a pedestrian at a distance.
Keywords :
Cameras; Frequency; Image resolution; Machine vision; Monitoring; Motor drives; Object detection; Real time systems; Security; Servomechanisms; active zoom camera; long distant tracking; real time; second saccade; smooth pursuit;
Conference_Titel :
Intelligence and Security Informatics (ISI), 2010 IEEE International Conference on
Conference_Location :
Vancouver, BC, Canada
Print_ISBN :
978-1-4244-6444-9
DOI :
10.1109/ISI.2010.5484753