Title :
Digital image enhancement with fuzzy rule-based filtering
Author :
Chowdhury, M. Mozammel Hoque ; Islam, Md Ezharul ; Begum, Nasima ; Bhuiyan, Md Al-Amin
Author_Institution :
Dept. of Comput. Sci. & Eng., Jahangirnagar Univ., Dhaka
Abstract :
Image enhancement is a technique to improve the quality of an image. The aim of image enhancement technique is to improve the interpretability or perception of information in images for human viewers, or to provide better input for other automated image processing techniques. This paper presents a new approach for image enhancement with fuzzy rule-based filtering. Compared to other non-linear techniques, fuzzy filter gives the better performance and is able to represent knowledge in a comprehensible way.
Keywords :
filtering theory; fuzzy set theory; image enhancement; knowledge based systems; digital image enhancement; fuzzy rule-based filtering; fuzzy set theory; human viewers; image information interpretability; image information perception; Brightness; Colored noise; Digital filters; Digital images; Filtering; Fuzzy set theory; Humans; Image enhancement; Image processing; Image quality; Image enhancement; fuzzy filtering; knowledge-based representation;
Conference_Titel :
Computer and information technology, 2007. iccit 2007. 10th international conference on
Conference_Location :
Dhaka
Print_ISBN :
978-1-4244-1550-2
Electronic_ISBN :
978-1-4244-1551-9
DOI :
10.1109/ICCITECHN.2007.4579400
