Coordinate logic filters and their applications in image processing and pattern recognition

被引:19
作者
Mertzios, BG [1 ]
Tsirikolias, K [1 ]
机构
[1] Democritus Univ Thrace, Dept Elect & Comp Engn, Automat Control Syst Lab, GR-67100 Xanthi, Greece
关键词
Pattern Recognition; Feature Extraction; Digital Signal; Cellular Automaton; Edge Detection;
D O I
10.1007/BF01201506
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper we present a number of image processing applications using coordinate logic filters, which execute coordinate logic operations among the pixels of the image. These filters are very efficient in various 1D, 2D, or higher-dimensional digital signal processing applications, such as noise removal, magnification, opening, closing, skeletonization, and coding, as well as in edge detection, feature extraction, and fractal modeling. in this paper we present some typical image processing applications using coordinate logic filters. The key issue in the coordinate logic analysis of images is the method of fast successive filtering and managing of the residues. The desired processing is achieved by executing only direct logic operations among the pixels of the given image. Coordinate logic filters can be easily and quickly implemented using logic circuits or cellular automata; this is their primary advantage.
引用
收藏
页码:517 / 538
页数:22
相关论文
共 14 条