Research Article
A Fusion Method of Gabor Wavelet Transform and Unsupervised Clustering Algorithms for Tissue Edge Detection
Table 2
MCR and FOM results for the phantom image in Figure
9.
| PSNR | MCR results | FOM results | -means | FCM | Prewitt | Canny | Sobel | -means | FCM | Prewitt | Canny | Sobel |
| 35.01 | 0.9384 | 0.9285 | 0.8934 | 0.7954 | 0.8968 | 0.9710 | 0.9710 | 0.9723 | 0.9752 | 0.9722 | 30.01 | 0.9182 | 0.9350 | 0.9007 | 16.8981 | 0.8938 | 0.9712 | 0.9709 | 0.9721 | 0.1902 | 0.9723 | 25.02 | 0.9548 | 0.9563 | 0.9102 | 18.1576 | 0.9243 | 0.9700 | 0.9701 | 0.9614 | 0.0765 | 0.9622 | 23.00 | 1.2249 | 1.3115 | 2.9491 | 21.2528 | 2.9976 | 0.9429 | 0.8958 | 0.4788 | 0.0658 | 0.4690 | 23.00* | 1.2196 | 1.3355 | 2.0824 | 7.6271 | 2.0962 | 0.9351 | 0.8985 | 0.7296 | 0.1831 | 0.7236 |
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*Preprocessed using median filter.
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