DocumentCode
523279
Title
Design of algorithm of inverse viewing transformation with using multistage correlation analysis of stereoimage
Author
Konina, Kira
Author_Institution
Izhevsk State Tech. Univ., Izhevsk, Russia
fYear
2010
fDate
2-4 June 2010
Firstpage
29
Lastpage
30
Abstract
Today, according to product automatisation systems, which are used for building of three dimension models of technological environment, enginery and machinery, became widespread. Many modern fast - acting scanning laser systems are used only in unmanned situations because of danger for human. It means development of passive optical systems of three - dimensional vision. In this work algorithm of inverse viewing transformation is suggested, which based on determination unknown parameters of system of equations for point in three - dimensional space: v(x, y, z) = A(ρ1, ρ2, φ1, φ2, θ1, θ2, d)· w(x1, x2, y1, y2), where w - vector of screen coordinates, v - vector of coordinates of point in three - dimensional space, A - generalized matrix of rotation and transfer. Common area of images is detected using correlation analysis with optimization of computational complexity and growing of data accuracy on each step of calculation of correlation function of images of object.
Keywords
computational complexity; computer vision; correlation methods; matrix algebra; optimisation; stereo image processing; 3D model building; 3D vision; computational complexity; inverse viewing transformation algorithm; multistage correlation analysis; optimization; product automatisation systems; rotation matrix; stereo image analysis; transfer matrix; Algorithm design and analysis; Application software; Cameras; Clouds; Computational modeling; Computer vision; Data visualization; Image generation; Layout; Robot vision systems; 3D recognition; inverse transformation;
fLanguage
English
Publisher
ieee
Conference_Titel
MECHATRONIKA, 2010 13th International Symposium
Conference_Location
Trencianske Teplice
Print_ISBN
978-1-4244-7962-7
Electronic_ISBN
978-80-8075-451-8
Type
conf
Filename
5521185
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