Brain Image Segmentation Based on Fuzzy Clustering
| Dublin Core | PKP Metadata Items | Metadata for this Document | |
| 1. | Title | Title of document | Brain Image Segmentation Based on Fuzzy Clustering |
| 2. | Creator | Author's name, affiliation, country | Mohammed Y. Kamil; College of Science, Mustansiriyah University; Iraq |
| 3. | Subject | Discipline(s) | Physics |
| 3. | Subject | Keyword(s) | Brain image, Fuzzy, clustering, level set, Segmentation. |
| 4. | Description | Abstract | The segmentation performance is topic to suitable initialization and best configuration of supervisory parameters. In medical image segmentation, the segmentation is very important when the diagnosing becomes very hard in medical images which are not properly illuminated. This paper proposes segmentation of brain tumour image of MRI images based on spatial fuzzy clustering and level set algorithm. After performance evaluation of the proposed algorithm was carried on brain tumour images, the results showed confirm its effectiveness for medical image segmentation, where the brain tumour is detected properly. |
| 5. | Publisher | Organizing agency, location | Mustansiriyah University |
| 6. | Contributor | Sponsor(s) | |
| 7. | Date | (YYYY-MM-DD) | 2018-07-28 |
| 8. | Type | Status & genre | Peer-reviewed Article |
| 8. | Type | Type | |
| 9. | Format | File format | |
| 10. | Identifier | Uniform Resource Identifier | http://mjs.uomustansiriyah.edu.iq/ojs1/index.php/MJS/article/view/553 |
| 10. | Identifier | Digital Object Identifier (DOI) | http://dx.doi.org/10.23851/mjs.v28i3.553 |
| 11. | Source | Title; vol., no. (year) | Al-Mustansiriyah Journal of Science; Vol 28, No 3 (2017) |
| 12. | Language | English=en | en |
| 14. | Coverage | Geo-spatial location, chronological period, research sample (gender, age, etc.) | |
| 15. | Rights | Copyright and permissions |
Copyright (c) 2018 Al-Mustansiriyah Journal of Science This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License. |