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JOURNALS // Program Systems: Theory and Applications // Archive

Program Systems: Theory and Applications, 2017 Volume 8, Issue 4, Pages 209–220 (Mi ps277)

Artificial Intelligence, Intelligent Systems, Neural Networks

The method of comparing a 3D object model with a 2D image based on invariant moments

D. T. Nguyena, M. V. Khacumovb

a RUDN University
b Institute for Systems Analysis, FRC "Computer Science and Control" of RAS

Abstract: The solution of the comparison problem comes down to that of optimizing the orientation of the 3D object model in order to achieve maximum matching of its projection to the presented image. The closeness measure is the Euclidean distance between invariant moments of the compared 2D images. In the presented formulation, the projection of the 3D model is a grayscale image and the brightness of the pixel is determined by the distance to the viewing plane. (In Russian).

Key words and phrases: 3D object model, range image, projection, comparison, orientation control, invariant moments.

UDC: 004.93

Received: 01.12.2017
Accepted: 28.12.2017

DOI: 10.25209/2079-3316-2017-8-4-209-220



© Steklov Math. Inst. of RAS, 2024