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%