Research Article
A Variational Level Set Approach Based on Local Entropy for Image Segmentation and Bias Field Correction
Table 2
The JS values for images shown in Figure
9.
| Image | Noise | RSF | Li’s | LGDF | Zhang’s | Wang’s | Our model |
| 1 | 0.1% | 0.9457 | 0.937 | 0.9482 | 0.9321 | 0.9484 | 0.9785 | 0.2% | 0.9427 | 0.9392 | 0.9477 | 0.9435 | 0.9701 | 0.9722 | 0.3% | 0.9402 | 0.9333 | 0.9462 | 0.9428 | 0.9305 | 0.9721 | 0.4% | 0.9284 | 0.9351 | 0.9438 | 0.9341 | 0.9524 | 0.9683 | 0.5% | 0.9129 | 0.9394 | 0.9447 | 0.938 | 0.93 | 0.9697 | 0.6% | 0.8765 | 0.9363 | 0.9447 | 0.9202 | 0.9438 | 0.9663 |
| 2 | 0.1% | 0.9531 | 0.9427 | 0.9633 | 0.9503 | 0.9595 | 0.9786 | 0.2% | 0.9517 | 0.945 | 0.9609 | 0.9782 | 0.9155 | 0.9752 | 0.3% | 0.9437 | 0.9468 | 0.9594 | 0.9628 | 0.8568 | 0.9694 | 0.4% | 0.9396 | 0.9414 | 0.9599 | 0.9608 | 0.8627 | 0.9656 | 0.5% | 0.8973 | 0.9482 | 0.9519 | 0.9546 | 0.9602 | 0.957 | 0.6% | 0.8641 | 0.9482 | 0.9488 | 0.9536 | 0.6934 | 0.9504 |
| 3 | 0.1% | 0.9284 | 0.9414 | 0.9517 | 0.9588 | 0.9354 | 0.9647 | 0.2% | 0.9251 | 0.9453 | 0.9495 | 0.9466 | 0.9147 | 0.9614 | 0.3% | 0.9017 | 0.9427 | 0.9527 | 0.9478 | 0.8357 | 0.9587 | 0.4% | 0.8761 | 0.9218 | 0.9403 | 0.9301 | 0.8597 | 0.9415 | 0.5% | 0.8487 | 0.9324 | 0.9315 | 0.9354 | 0.921 | 0.9486 | 0.6% | 0.8414 | 0.9247 | 0.9201 | 0.9214 | 0.5478 | 0.9354 |
|
|