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

被引：0
|
作者：
Gai V.E. [1 ]
Utrobin V.A. [1 ]
Gai N.V. [1 ]
Polyakov I.V. [1 ]
机构：
[1] Nizhny Novgorod State Technical University n.a. R.E. Alekseev, Nizhny Novgorod
来源：
Optical Memory and Neural Networks | 2017年 / 26卷 / 1期
关键词：
associative memory; image search by content; theory of active perception;
D O I：
10.3103/S1060992X16040032
中图分类号：
学科分类号：
摘要：
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. © 2017, Allerton Press, Inc.
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页码：77 / 86
页数：9
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