DocumentCode
320917
Title
Shape measurement method integrating stereo vision and shape-from-shading with evolutionary programming
Author
Kobayashi, Futoshi ; Fukuda, Toshio ; Shimojima, Koji ; Takusagawa, Teruhiko
Author_Institution
Dept. of Micro Syst. Eng., Nagoya Univ., Japan
Volume
3
fYear
1997
fDate
7-11 Sep 1997
Firstpage
1561
Abstract
In this paper, we propose a new method for measuring the shape of objects. The proposed method is based on integrating stereo vision and shape-from-shading with evolutionary programming (EP). In some traditional methods the reflection of objects is treated as diffused reflection. However, the reflection of real objects consists of diffused and specular reflections, thus some methods cannot be applied to real objects. Photometric stereo can be applied to real objects, but this method needs many original images for measuring the shape accurately. The proposed method can apply Phong model to a reflectivity function and measure the shape of the object which have the effect of diffused and specular reflections. The method described using EP identifies the reflectivity function accurately
Keywords
computer vision; edge detection; genetic algorithms; image matching; light reflection; shape measurement; stereo image processing; Phong model; computer vision; diffused reflection; edge segment matching; evolutionary programming; photometric stereo; reflectivity function; shape measurement; shape-from-shading; specular reflection; stereo vision; Algorithm design and analysis; Focusing; Genetic programming; Humans; Inspection; Photometry; Reflection; Shape measurement; Stereo vision; Systems engineering and theory;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Robots and Systems, 1997. IROS '97., Proceedings of the 1997 IEEE/RSJ International Conference on
Conference_Location
Grenoble
Print_ISBN
0-7803-4119-8
Type
conf
DOI
10.1109/IROS.1997.656566
Filename
656566
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