DocumentCode
677785
Title
A Teleoperation System Utilizing Saliency-Based Visual Attention
Author
Wei-Chung Teng ; Yi-Ching Kuo ; Tara, Rayi Yanu
Author_Institution
Dept. of Comput. Sci. & Inf. Eng., Nat. Taiwan Univ. of Sci. & Technol., Taipei, Taiwan
fYear
2013
fDate
13-16 Oct. 2013
Firstpage
139
Lastpage
144
Abstract
We present a teleoperation system which supports foveated multi-resolution, wide field of view visual feedback. In the proposed system, a saliency-based visual attention system is implemented to simulate human visual system and to help determine the candidate visual attention area automatically. We link the visual attention system and the foveated multi-resolution image compression system to realize a real-time teleoperation system which requires less communication bandwidth to classic systems. Our experiment results show that the average operation time of the proposed system is only 57.9% comparing to a system with no visual attention clues in navigation tasks.
Keywords
data compression; image coding; image resolution; path planning; robot vision; telerobotics; communication bandwidth; foveated multiresolution image compression system; foveated multiresolution visual feedback; human visual system; navigation task; saliency-based visual attention system; teleoperation system; wide field-of-view visual feedback; Bandwidth; Computational modeling; Image coding; Image resolution; Real-time systems; Robots; Visualization; field of view; multi-resolution image; teleoperation system; visual attention;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics (SMC), 2013 IEEE International Conference on
Conference_Location
Manchester
Type
conf
DOI
10.1109/SMC.2013.31
Filename
6721784
Link To Document