Title :
Task Selection for Control of Active-Vision Systems
Author :
Iwatani, Yasushi
Author_Institution :
Grad. Sch. of Sci. & Technol., Hirosaki Univ., Hirosaki, Japan
Abstract :
This paper discusses the problem of task selection in active-vision systems. It is shown that optimization of motion perceptibility does not work as the primary task. On the other hand, it is demonstrated that optimization of motion perceptibility under target tracking produces reasonable camera motion. The perceptibility measure is induced by a certain Jacobian matrix and not by the interaction matrix. The interaction matrix does not produce cooperative behavior of multiple active cameras.
Keywords :
Jacobian matrices; active vision; image motion analysis; robot vision; target tracking; Jacobian matrix; active-vision systems; camera motion; motion perceptibility; target tracking; task selection; Active-vision systems; motion perceptibility; visual servoing;
Journal_Title :
Robotics, IEEE Transactions on
DOI :
10.1109/TRO.2010.2050517