NDLI: On a problem of relations between pattern recognition, pattern formation and moving multipoint objects perception

Content Provider	IEEE Xplore Digital Library
Author	Yudashkin, A.
Copyright Year	1998
Description	Author affiliation: Dept. of Autom. & Inf. Technol., Samara State Tech. Univ., Russia (Yudashkin, A.)
Abstract	A novel approach to the visual system pattern recognition synthesis is proposed. The nonlinear net with continuous activating parameters representing positions of the perceived set of dots in the Euclidean space is developed based on the principle of geometrical invariant pattern formation. This net memorizes patterns by their relative location towards the system centroid point, which allows the net to distinguish objects that may be naturally realized from those impossible states. As an effect of the net the properties of distinctly moving dots gathering and resulting structure recognition in the independent coordinate space appear. At the same time the proposed model does not recognize individually moving dots as the structure if the motion is an accelerated process.
Starting Page	1392
Ending Page	1397
File Size	545642
Page Count	6
File Format	PDF
ISBN	0780348591
ISSN	10987576
DOI	10.1109/IJCNN.1998.685979
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	1998-05-04
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Pattern recognition Pattern formation Nonlinear dynamical systems Differential equations Retina Potential well Fluid dynamics Nonlinear systems Nonlinear equations Stability analysis
Content Type	Text
Resource Type	Article

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