Automatic Detection and Quantification of WBCs and RBCs Using Iterative Structured Circle Detection Algorithm

Table 1

Summary of results for WBCs.

Set	Manual count	Proposed method count	TP	FN	FP	PR	RC	FM
1	117	118	116	1	2	98.3%	99.1%	98.7%
2	192	199	191	1	8	95.9%	99.4%	97.6%
3	53	57	53	0	4	92.2%	100%	96.3%
4	15	13	13	2	0	100%	86.6%	92.8%
5	99	108	95	4	13	87.9%	95.9%	91.7%
6	298	350	297	1	53	84.8%	99.6%	91.6%
7	73	82	72	1	10	87.8%	98.6%	92.9%
8	28	31	26	2	5	83.8%	92.8%	88.1%
9	41	47	40	1	7	85.1%	97.5%	90.9%
10	34	37	32	2	5	86.4%	94.1%	90.1%
Total	950	1042	935	15	107	90%	98%	94%