Research Article
Research on the Method of Coke Optical Tissue Segmentation Based on Adaptive Clustering
Table 5
Comparison of the accuracy and running time of COT segmentation of several different clustering algorithms.
| | Sample | -means | FCM | Meanshift | Proposed | | Time (s) | | Time (s) | | Time (s) | | Time (s) |
| | Sample 1 | 84.39% | 13.6 | 56.92% | 56.8 | 81.16% | 58.4 | 94.36% | 7.3 | | Sample 2 | 81.70% | 10.1 | 77.07% | 31.5 | 57.11% | 42.3 | 93.97% | 4.2 | | Sample 3 | 89.17% | 6.5 | 62.58% | 15.1 | 47.93% | 32.1 | 93.58% | 6.1 | | Sample 4 | 80.35% | 6.2 | 51.59% | 14.6 | 65.51% | 28.3 | 95.49% | 3.6 | | Mean | 83.9025% | 9.1 | 62.0400% | 29.5 | 62.9275% | 40.2 | 94.3500% | 5.3 |
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