JOURNAL ARTICLE
<title>Effective fuzzy logic approach to image enhancement</title>
Zhiwei ZhaoXueqin LiHeng-Da Cheng
Year: 1993 Journal: Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Vol: 2094 Pages: 244-251 Publisher: SPIE
Abstract
This paper presents a fuzzy enhancement algorithm for image enhancement based on a fuzzy membership function and a contrast intensification transformation function using the average fuzzy membership grade with neighbors. Our algorithm has the following features: (1) fully employs the information of neighbors and utilizes the two-step nonlinear transformations, (2) reduces noise by using a smoothing operator in fuzzy singletons, and (3) keeps the edges intact.
Keywords:
Fuzzy logic Smoothing Membership function Image enhancement Image (mathematics) Transformation (genetics) Artificial intelligence Contrast enhancement Operator (biology) Function (biology) Computer science Contrast (vision) Mathematics Fuzzy set Noise (video) Algorithm Computer vision
Metrics
3
Cited By
0.55
FWCI (Field Weighted Citation Impact)
3
Refs
0.70
Citation Normalized Percentile
Is in top 1%
Is in top 10%
Topics
Image Enhancement Techniques
Physical Sciences → Computer Science → Computer Vision and Pattern Recognition
Fuzzy and Soft Set Theory
Social Sciences → Decision Sciences → Management Science and Operations Research
Advanced Algebra and Logic
Physical Sciences → Computer Science → Computational Theory and Mathematics
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