Title :
Reliable hand camera based book detection and manipulation in library scenario
Author :
Heyer, Stefan ; Fragkopoulos, Christos ; Heyer, Torsten ; Gräser, Axel
Author_Institution :
Inst. of Autom., Univ. of Bremen, Bremen, Germany
Abstract :
In this paper a new approach for detection, grasping and placing of books is described. The location as well as book´s size, color and textures are unknown. Therefore the autonomous book detection and grasping is a big challenge. In this work, the proposed approach is implemented in the scope of a library scenario in which a service robotic system operates. The proposed approach uses stereo vision for coarse approach to the next book, which should be grasped, and a hand camera (mounted on the gripper) based positioning strategy to achieve a high success rate of grasping. The full concept was implemented and tested on the service robot FRIEND. It should support a handicapped person to work and to perform all manipulative tasks. These contain the autonomous book detection on a book cart, the grasping and placing of the book on a book holder and later onto the cart again. The benefit of our approach is documented based on experimental results.
Keywords :
handicapped aids; image colour analysis; image sensors; image texture; libraries; object detection; robot vision; service robots; stereo image processing; FRIEND service robot; book color; book manipulation; book size; book textures; handicapped person; library scenario; manipulative tasks; reliable hand camera based book detection; service robotic system; stereo vision; Cameras; Detection algorithms; Grasping; Grippers; Libraries; Robot vision systems;
Conference_Titel :
Optimization of Electrical and Electronic Equipment (OPTIM), 2012 13th International Conference on
Conference_Location :
Brasov
Print_ISBN :
978-1-4673-1650-7
Electronic_ISBN :
1842-0133
DOI :
10.1109/OPTIM.2012.6231776