Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology (EUSFLAT-11)

Fuzzy Inference System based Contrast Enhancement

Authors
Balasubramaniam Jayaram, Kakarla Narayana, V. Vetrivel
Corresponding Author
Balasubramaniam Jayaram
Available Online August 2011.
DOI
https://doi.org/10.2991/eusflat.2011.13How to use a DOI?
Keywords
Image Enhancement, Contrast Stretching, Fuzzy Inference Systems, Fuzzy Partition, Histogram Equalisation, Histogram Matching, Gray level transformations.
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.
Open Access
This is an open access article distributed under the CC BY-NC license.

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Proceedings
Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology
Part of series
Advances in Intelligent Systems Research
Publication Date
August 2011
ISBN
978-90-78677-00-0
ISSN
1951-6851
DOI
https://doi.org/10.2991/eusflat.2011.13How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Balasubramaniam Jayaram
AU  - Kakarla Narayana
AU  - V. Vetrivel
PY  - 2011/08
DA  - 2011/08
TI  - Fuzzy Inference System based Contrast Enhancement
BT  - Proceedings of the 7th conference of the European Society for Fuzzy Logic and Technology
PB  - Atlantis Press
SP  - 311
EP  - 318
SN  - 1951-6851
UR  - https://doi.org/10.2991/eusflat.2011.13
DO  - https://doi.org/10.2991/eusflat.2011.13
ID  - Jayaram2011/08
ER  -