DocumentCode :
2333554
Title :
Robot painter: from object to trajectory
Author :
Ruchanurucks, Miti ; Kudoh, Shunsuke ; Ogawara, Koichi ; Shiratori, Takaaki ; Ikeuchi, Katsushi
Author_Institution :
Univ. of Tokyo, Tokyo
fYear :
2007
fDate :
Oct. 29 2007-Nov. 2 2007
Firstpage :
339
Lastpage :
345
Abstract :
This paper presents visual perception discovered in high-level manipulator planning for a robot to reproduce the procedure involved in human painting. First, we propose a technique of 3D object segmentation that can work well even when the precision of the cameras is inadequate. Second, we apply a simple yet powerful fast color perception model that shows similarity to human perception. The method outperforms many existing interactive color perception algorithms. Third, we generate global orientation map perception using a radial basis function. Finally, we use the derived foreground, color segments, and orientation map to produce a visual feedback drawing Our main contributions are 3D object segmentation and color perception schemes.
Keywords :
humanoid robots; image colour analysis; image segmentation; manipulators; object detection; radial basis function networks; robot vision; visual perception; color perception algorithms; color perception model; global orientation map perception; high-level manipulator planning; human painting; human perception; object segmentation; radial basis function; robot painter; visual feedback drawing; visual perception; Artificial intelligence; Data mining; Humans; Image segmentation; Intelligent robots; Object segmentation; Painting; Robot sensing systems; Trajectory; Visual perception; High-level planning; color perception; object segmentation; orientation map;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Robots and Systems, 2007. IROS 2007. IEEE/RSJ International Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-0912-9
Electronic_ISBN :
978-1-4244-0912-9
Type :
conf
DOI :
10.1109/IROS.2007.4399010
Filename :
4399010
Link To Document :
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