A New Approach in a Gray-Level Image Contrast Enhancement by using Fuzzy Logic Technique
Fuzzy Logic technique represents a new approach for gray level image contrast enhancement. The image contrast problem is one of the main problems that confront the researchers in the field of digital image processing, such as in the biomedical image processing like X-Ray and MRI image segmentation f...
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
IJSRSET
2015
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/8890/ http://umpir.ump.edu.my/id/eprint/8890/1/A%20New%20Approach%20in%20a%20Gray-Level%20Image%20Contrast%20Enhancement%20by%20using%20Fuzzy%20Logic%20Technique.pdf |
| _version_ | 1848818358140534784 |
|---|---|
| author | Hussain K., Khaleaf Kamarul Hawari, Ghazali Mithaq Na'ma, Raheema Abdalla, Ahmed N. |
| author_facet | Hussain K., Khaleaf Kamarul Hawari, Ghazali Mithaq Na'ma, Raheema Abdalla, Ahmed N. |
| author_sort | Hussain K., Khaleaf |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | Fuzzy Logic technique represents a new approach for gray level image contrast enhancement. The image contrast problem is one of the main problems that confront the researchers in the field of digital image processing, such as in the biomedical image processing like X-Ray and MRI image segmentation for disease classification. In this paper, presenting a new approach to enhancing the image contrast by using fuzzy logic algorithm, so based on the fuzzy rule, we present a new membership equation, which represents the variable threshold level. The proposed method we named it (Fuzzy Hyperbolic Threshold). By using Matlab was implemented the algorithm, and applied to difference gray level images such as old documents images, biomedical images, most of them gives very good results especially with the biomedical images, because of its significant impact on the adjustment of lighting in dark images, clarify its edges, clarify their features and improved image quality. |
| first_indexed | 2025-11-15T01:36:23Z |
| format | Article |
| id | ump-8890 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T01:36:23Z |
| publishDate | 2015 |
| publisher | IJSRSET |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-88902018-09-28T07:59:49Z http://umpir.ump.edu.my/id/eprint/8890/ A New Approach in a Gray-Level Image Contrast Enhancement by using Fuzzy Logic Technique Hussain K., Khaleaf Kamarul Hawari, Ghazali Mithaq Na'ma, Raheema Abdalla, Ahmed N. TR Photography Fuzzy Logic technique represents a new approach for gray level image contrast enhancement. The image contrast problem is one of the main problems that confront the researchers in the field of digital image processing, such as in the biomedical image processing like X-Ray and MRI image segmentation for disease classification. In this paper, presenting a new approach to enhancing the image contrast by using fuzzy logic algorithm, so based on the fuzzy rule, we present a new membership equation, which represents the variable threshold level. The proposed method we named it (Fuzzy Hyperbolic Threshold). By using Matlab was implemented the algorithm, and applied to difference gray level images such as old documents images, biomedical images, most of them gives very good results especially with the biomedical images, because of its significant impact on the adjustment of lighting in dark images, clarify its edges, clarify their features and improved image quality. IJSRSET 2015 Article PeerReviewed application/pdf en cc_by_nc http://umpir.ump.edu.my/id/eprint/8890/1/A%20New%20Approach%20in%20a%20Gray-Level%20Image%20Contrast%20Enhancement%20by%20using%20Fuzzy%20Logic%20Technique.pdf Hussain K., Khaleaf and Kamarul Hawari, Ghazali and Mithaq Na'ma, Raheema and Abdalla, Ahmed N. (2015) A New Approach in a Gray-Level Image Contrast Enhancement by using Fuzzy Logic Technique. International Journal of Scientific Research in Science, Engineering and Technology, 1 (1). pp. 19-23. ISSN 2395-1990. (Published) http://ijsrset.com/paper/16.pdf |
| spellingShingle | TR Photography Hussain K., Khaleaf Kamarul Hawari, Ghazali Mithaq Na'ma, Raheema Abdalla, Ahmed N. A New Approach in a Gray-Level Image Contrast Enhancement by using Fuzzy Logic Technique |
| title | A New Approach in a Gray-Level Image Contrast Enhancement by using Fuzzy Logic Technique |
| title_full | A New Approach in a Gray-Level Image Contrast Enhancement by using Fuzzy Logic Technique |
| title_fullStr | A New Approach in a Gray-Level Image Contrast Enhancement by using Fuzzy Logic Technique |
| title_full_unstemmed | A New Approach in a Gray-Level Image Contrast Enhancement by using Fuzzy Logic Technique |
| title_short | A New Approach in a Gray-Level Image Contrast Enhancement by using Fuzzy Logic Technique |
| title_sort | new approach in a gray-level image contrast enhancement by using fuzzy logic technique |
| topic | TR Photography |
| url | http://umpir.ump.edu.my/id/eprint/8890/ http://umpir.ump.edu.my/id/eprint/8890/ http://umpir.ump.edu.my/id/eprint/8890/1/A%20New%20Approach%20in%20a%20Gray-Level%20Image%20Contrast%20Enhancement%20by%20using%20Fuzzy%20Logic%20Technique.pdf |