研究文章
血管提取与增强彩色视网膜眼底图像过滤和非监督分类
表2
获得的平均结果凝视和驱动数据库整体形象(集群大小3)。
|
|
TPR |
SPE |
ACC |
|
| 盯着图片 |
| 伽柏过滤器+ FCM |
75.38 |
96.83 |
95.18 |
| 高斯滤波器+ FCM |
59.20 |
97.07 |
94.16 |
| Frangi过滤器+ FCM |
57.62 |
98.79 |
95.71 |
| 伽柏过滤器+ k - means |
68.69 |
98.16 |
95.94 |
| 高斯滤波器+ k - means |
70.24 |
97.09 |
95.16 |
| Frangi过滤器+ k - means |
58.98 |
98.63 |
95.67 |
| 开图片 |
| 伽柏过滤器+ FCM |
67.76 |
98.59 |
95.87 |
| 高斯滤波器+ FCM |
74.29 |
97.02 |
95.00 |
| Frangi过滤器+ FCM |
69.27 |
98.39 |
95.82 |
| 伽柏过滤器+ k - means |
61.02 |
99.05 |
95.71 |
| 高斯滤波器+ k - means |
61.79 |
98.75 |
95.50 |
| Frangi过滤器+ k - means |
68.83 |
98.43 |
95.83 |
|
|
