IMAGE SEQUENCES TEXTURE ANALYSIS BASED ON VECTOR QUANTIZATION

被引：1
|
作者：
Bogucharskiy, S., I [1 ]
Mashtalir, S., V [1 ]
机构：
[1] Kharkiv Natl Univ Radio Elect, Kharkov, Ukraine
来源：
RADIO ELECTRONICS COMPUTER SCIENCE CONTROL | 2014年 / 2卷
关键词：
image; texture; clustering; matrix algorithm; neural networks;
D O I：
10.15588/1607-3274-2014-2-14
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
The approach for the image sequence (videodata) analysis is proposed. For this purpose, the matrix analogs of existing neural network approaches is developed. This aallows to takes into account the spatial relationships of multimedia information, and to reduce the time of information processing through the introduction of a new neural network matrix training procedures. The texture isselected as a basic characteristic for original data partition, which, in turn, improves the clustering accuracy.
引用
收藏
页码：94 / 99
页数：6
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