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Proceedings Paper

Formation of object representation for invariant image recognition using specific trajectories of viewing
Author(s): Valentina I. Gusakova; Ilya A. Rybak; Lubov N. Podladchikova; Alexander V. Golovan; Natalia A. Shevtsova
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Paper Abstract

A model of the foveal system for Multiresolutional Attentional Representation and Recognition (MARR) of grey-level images has been developed. The system performs the following procedures: analysis of an image at several resolution levels; parallel information processing in central (basic) and context (peripheral) regions of an attention window; estimation of similarity of both object fragments at each fixation point and viewing trajectories (object scanpaths) at the stages of memorizing (learning) and recognition.

Paper Details

Date Published: 21 January 1994
PDF: 6 pages
Proc. SPIE 2051, International Conference on Optical Information Processing, (21 January 1994); doi: 10.1117/12.166057
Show Author Affiliations
Valentina I. Gusakova, Rostov State Univ. (Russia)
Ilya A. Rybak, Univ. of Pennsylvania (United States)
Lubov N. Podladchikova, Rostov State Univ. (Russia)
Alexander V. Golovan, Rostov State Univ. (Russia)
Natalia A. Shevtsova, Rostov State Univ. (Russia)

Published in SPIE Proceedings Vol. 2051:
International Conference on Optical Information Processing
Yuri V. Gulyaev; Dennis R. Pape, Editor(s)

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