Segmentation vessel in Fundus with Isotropic Undecimated Wavelet Transform (IUWT) and Fuzzy Hysteresis Thresholding (FHT)
Abstract— Segmentation of blood vessels in fundus can used to detect diabetic retinopathy disease by looking at the characteristic of blood vessel characteristic of thin and thick blood vessels. In this research, the combination of isotropic undecimated wavelet transform (IUWT) and Fuzzy hysteresis...
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Institut Teknologi Sepuluh Nopember
2019-05-01
|
| Series: | JAREE (Journal on Advanced Research in Electrical Engineering) |
| Online Access: | http://jaree.its.ac.id/index.php/jaree/article/view/71 |
| Summary: | Abstract— Segmentation of blood vessels in fundus can used to detect diabetic retinopathy disease by looking at the characteristic of blood vessel characteristic of thin and thick blood vessels. In this research, the combination of isotropic undecimated wavelet transform (IUWT) and Fuzzy hysteresis thresholding (FHT) are used for blood vessel segmentation to segmented for thin and thick vessels . In this research Accuracy value 0.95, precision 0.88, TPR 0.62, FPR 0.008. |
|---|---|
| ISSN: | 2580-0361 2579-6216 |