Research Article
Automatic Detection and Quantification of WBCs and RBCs Using Iterative Structured Circle Detection Algorithm
Table 3
Accuracy of the proposed method compared with other methods.
| Method | RBCs | WBCs | RBC’s | Average accuracy | Average accuracy | PR | RC | FM |
| Color-based and Hough transform [22] | 64% | 81% | | | | Morphology operators and watershed algorithm [28] | — | 93.5% | | | | Basic Circular Hough Transform (CHT) | 67% | — | 71% | 68% | 71% | Our proposed method | 97.5% | 98.4% | 95% | 98% | 96% |
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