Computer simulations of association-based image search mechanisms basing on theory of active perception

We discuss an approach to development of an associative memory model from the viewpoint of the theory of active perception. The theory of active perception allows one to develop the treebased memory model without the defects of the kd -tree and the vp -tree. Applications of the proposed model for so...

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Bibliographic Details
Published in:Optical memory & neural networks 2017, Vol.26 (1), p.77-86
Main Authors: Gai, V. E., Utrobin, V. A., Gai, N. V., Polyakov, I. V.
Format: Article
Language:English
Subjects:
Complexity
Computer Science
Information Storage and Retrieval
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Summary:We discuss an approach to development of an associative memory model from the viewpoint of the theory of active perception. The theory of active perception allows one to develop the treebased memory model without the defects of the kd -tree and the vp -tree. Applications of the proposed model for solving problems of an image search by content from database are described. Also, we present the results of computer simulations directed at searching of similar and distorted images.
ISSN:1060-992X
1934-7898
DOI:10.3103/S1060992X16040032