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Proceedings Paper

Optimization of informative components for 3D object recognition
Author(s): Victor D. Kuznetsov; Ivan A. Matveev; Alexander B. Murynin
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Paper Abstract

Work presented suggests a combined informational space and decision rule for recognition of 3-D objects. The informational space consists of heterogeneous sets of features (i.e. belonging to different spaces), that are object images, images of certain object features and 3-D object surface representation. Decision rule for recognition in this combined space is proposed. The method was tested on a database of human face stereo-images and gave a significant improvement of reliability of automatic recognition system.

Paper Details

Date Published: 22 June 1999
PDF: 7 pages
Proc. SPIE 3516, 23rd International Congress on High-Speed Photography and Photonics, (22 June 1999); doi: 10.1117/12.350522
Show Author Affiliations
Victor D. Kuznetsov, Computer Ctr./Russian Academy of Sciences (Russia)
Ivan A. Matveev, Computer Ctr./Russian Academy of Sciences (Russia)
Alexander B. Murynin, Computer Ctr./Russian Academy of Sciences (Russia)


Published in SPIE Proceedings Vol. 3516:
23rd International Congress on High-Speed Photography and Photonics
Valentina P. Degtyareva; Mikhail A. Monastyrski; Mikhail Ya. Schelev; Alexander V. Smirnov, Editor(s)

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