Title :
Local surface reconstruction of orbital objects
Author :
Ripsman, A. ; Jenkin, M.
Author_Institution :
Dept. of Comput. Sci., York Univ., Toronto, Ont., Canada
Abstract :
Describes the development of a fixed vision system which can recover the local surface structure of highly specular objects. The system utilizes a commercial trinocular stereo vision system and a low-power two-dimensional illuminant. The local surface structure of an object is obtained by projecting coded light patterns onto the object. As many objects are neither fully specular nor fully diffuse, the statistical method of mixture models is used to divide an object into specular and diffuse components in order to recover local surface structure from both specular and diffuse regions. The system was originally designed to assist in the in situ repair and maintenance of man-made orbital objects. One of the key challenges facing computer vision systems used in space is the presence of specular surfaces on virtually all man-made orbital objects. Because it was designed to be used in outer space, the system was designed to operate without traditional high-powered illuminants, such as laser beams, whose radiation can interfere with sensitive space instruments. While the system was designed to operate in outer space, it offers many other practical non-space applications.
Keywords :
computer vision; reflection; stereo image processing; coded light patterns; computer vision systems; fixed vision system; highly specular surfaces; local surface reconstruction; low-power two-dimensional illuminant; man-made objects; mixture models; orbital objects; specular reflections; statistical method; trinocular stereo vision system; Computer science; Computer vision; Inspection; Machine vision; Optical design; Radar detection; Stereo vision; Surface reconstruction; Surface structures; Windows;
Conference_Titel :
Computational Intelligence in Robotics and Automation, 2001. Proceedings 2001 IEEE International Symposium on
Print_ISBN :
0-7803-7203-4
DOI :
10.1109/CIRA.2001.1013224