Title :
A fast multi-camera tracking system with heterogeneous lenses
Author :
Xiaorong Zhao ; Qingyi Gu ; Aoyama, Tadayoshi ; Takaki, Takeshi ; Ishii, Idaku
Abstract :
We have developed a fast target tracking system that utilizes four cameras with lenses of different focal lengths to track an object without blurring images, even when the object moves in the depth direction away from the cameras in three-dimensional (3-D) space. This system can maintain a well-focused camera view by switching among the four input images, instead of using lens motor control. The multi-camera system was mounted on a two-axis mechanical active vision platform. The active vision control and camera-view switching are executed by processing color 512 × 512 images from the four camera inputs at 500 fps in real time on a high-speed vision platform. The performance of our system was verified by its tracking results for objects moving rapidly in 3-D space.
Keywords :
active vision; cameras; image colour analysis; image motion analysis; object tracking; photographic lenses; robot vision; 3D space; camera inputs; camera lenses; camera-view switching; color image processing; depth direction; focal lengths; heterogeneous lenses; high-speed vision platform; input images; lens motor control; moving object tracking; multicamera tracking system; object tracking; target tracking system; three-dimensional space; two-axis mechanical active vision platform; Cameras; Head; Image color analysis; Lenses; Measurement errors; Real-time systems; Target tracking;
Conference_Titel :
Intelligent Robots and Systems (IROS), 2013 IEEE/RSJ International Conference on
Conference_Location :
Tokyo
DOI :
10.1109/IROS.2013.6696733