The Function and Application of Pattern Recognition Technology in Image Processing
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DOI: 10.23977/icmmct.2019.62054
Author(s)
Chunman Zhu, Yongxing Liu
Corresponding Author
Chunman Zhu
ABSTRACT
Video surveillance is no longer the traditional image intake, but towards a more intelligent direction. On the basis of clustering method of Topology, pattern recognition has been developed. Because of its geometric properties, it is difficult to build models by common mathematical methods. Therefore, it is necessary to transform topology theory into algebraic elements on the basis of geometry, and pattern recognition is the key technology in computer aided processing. The combination of geometry and algebra is a typical representative of image pattern recognition. Because cluster analysis and topological theory belong to different disciplines, namely algebraic science and geometric science, this paper can realize the digital preprocessing of images in the analysis, and reasonably avoid the necessary links of topological theory, let BP neural network replace Topology identification work.
KEYWORDS
Pattern Recognition Technology, Image Processing, Geometry, Topology, Function and Application