Fuzzy inference system based contrast enhancement

Jayaram, Balasubramaniam and Narayana, K V V D L and Vetrivel, V (2011) Fuzzy inference system based contrast enhancement. In: 7th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2011 and French Days on Fuzzy Logic and Applications, LFA 2011, 18th July, 2011, Aix-les-Bains; France.

Full text not available from this repository. (Request a copy)

Abstract

In this work, we propose a fuzzy inference system based contrast enhancement of gray level images. We propose a new method of generating the fuzzy if-then rules specific to a given image based on the local information available to be used by a fuzzy inference system. To this end, we only generate a partial histogram and not a complete histogram thus saving on computational costs. We also give a compartive study of our approach and some classical and existing fuzzy techniques, and show that the enhanced images from the proposed algorithm are comparable.

[error in script]

IITH Creators:

IITH Creators	ORCiD
Jayaram, Balasubramaniam	http://orcid.org/0000-0001-7370-3821

Item Type:

Conference or Workshop Item (Paper)

Uncontrolled Keywords:

Contrast Stretching; Fuzzy Inference Systems; Fuzzy Partition; Gray level transformations; Histogram Equalisation; Histogram Matching; Image Enhancement

Subjects:

Mathematics

Divisions:

Department of Mathematics

Depositing User:

Team Library

Date Deposited:

29 Oct 2014 06:17

Last Modified:

20 Sep 2017 08:54

URI:

http://raiithold.iith.ac.in/id/eprint/499