Optimization of informative components for 3D object recognition

Victor D. Kuznetsov; Ivan A. Matveev; Alexander B. Murynin

doi:10.1117/12.350522

22 June 1999 Optimization of informative components for 3D object recognition

Victor D. Kuznetsov, Ivan A. Matveev, Alexander B. Murynin

Proceedings Volume 3516, 23rd International Congress on High-Speed Photography and Photonics; (1999) https://doi.org/10.1117/12.350522
Event: Twenty-Third International Congress on High-Speed Photography and Photonics, 1998, Moscow, Russian Federation

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.

Citation Download Citation

Victor D. Kuznetsov, Ivan A. Matveev, and Alexander B. Murynin "Optimization of informative components for 3D object recognition", Proc. SPIE 3516, 23rd International Congress on High-Speed Photography and Photonics, (22 June 1999); https://doi.org/10.1117/12.350522

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