Definition and applications of a fuzzy image procesing scheme

被引:9
作者
Chacon, MI [1 ]
Aguilar, L [1 ]
Delgado, A [1 ]
机构
[1] Chihuahua Inst Technol, Chihuahua, Mexico
来源
PROCEEDINGS OF THE 2002 IEEE 10TH DIGITAL SIGNAL PROCESSING WORKSHOP & 2ND SIGNAL PROCESSING EDUCATION WORKSHOP | 2002年
关键词
D O I
10.1109/DSPWS.2002.1231085
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
This paper describes a fuzzy logic approach for image processing. The approach was derived from works on fuzzy image processing. The contribution of this paper is to provide a guidance of the steps to perform fuzzy image processing. Image information and image concept models incorporate uncertainty. Fuzzy logic represents a good mathematical framework to deal with uncertainty of information. In this paper a general scheme for a fuzzy image processing methodology is documented. This methodology is generated to manipulate uncertainty in image concepts like; brightness, edges, and geometric features. The methodology is illustrated with three applications.
引用
收藏
页码:102 / 107
页数:6
相关论文
共 15 条
[1]  
[Anonymous], Pattern Recognition With Fuzzy Objective Function Algorithms
[2]  
Chacon M.I., 1996, INT C SIGN PROC APPL, P1091
[3]  
Chacon MI, 2001, 10TH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, P809, DOI 10.1109/FUZZ.2001.1009078
[4]  
Chacon MI, 2001, 10TH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, P675, DOI 10.1109/FUZZ.2001.1009045
[5]  
Choi YS, 1997, IEEE T IMAGE PROCESS, V6, P808, DOI 10.1109/83.585232
[6]  
GUPTA MM, 1987, INT S INT CONTR PHIL, P271
[7]  
HUNTSBERGER TL, 1986, IEEE T COMPUT, V35, P145, DOI 10.1109/TC.1986.1676732
[8]  
Klir G, 1995, Fuzzy Sets and Fuzzy Logic: Theory and Applications, V4
[9]   Image filtering, edge detection, and edge tracing using fuzzy reasoning [J].
Law, T ;
Itoh, H ;
Seki, H .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1996, 18 (05) :481-491
[10]  
MARKS RJ, 1994, FUZZY LOGIC TECHNOLO