Title :
Development of an eye system for three dimensional shape reconstruction
Author :
You, Bum-Jae ; Kim, Hong Jae ; Oh, Sang-Rok ; Lee, Chong Won
Author_Institution :
Div. of Electron. & Inf. Technol., Korea Inst. of Sci. & Technol., Seoul, South Korea
Abstract :
A three-dimensional vision system is indispensable for human-like robots and intelligent industrial robots. In order to reconstruct three dimensional shape of an object, an eye system is developed by combining stereo cameras and a laser stripe system based on the fact that two systems are complementary to each other. Pattern recognition algorithms for processing and fusion of sensor data are proposed. Edges and corner points (vertexes) of an object are extracted from stereo images, and surfaces constructing the object and edge points in intersections between neighbor surfaces are found from laser stripe images. Finally, each processed image is fused together for extracting three dimensional surface description. The proposed algorithms have been experimentally validated for polyhedral objects
Keywords :
feature extraction; image reconstruction; laser beam applications; object recognition; robot vision; stereo image processing; 3D shape reconstruction; 3D surface description; edge points; feature extraction; laser stripe system; object recognition; pattern recognition algorithms; robot vision; sensor fusion; stereo cameras; Data mining; Humanoid robots; Intelligent robots; Intelligent sensors; Laser fusion; Robot sensing systems; Robot vision systems; Service robots; Shape; Surface emitting lasers;
Conference_Titel :
Robot and Human Communication, 1996., 5th IEEE International Workshop on
Conference_Location :
Tsukuba
Print_ISBN :
0-7803-3253-9
DOI :
10.1109/ROMAN.1996.568866