Hand Detection Using Cascade of Softmax Classifiers

Table 3

Performance comparison between the noncascade (rows 1 to 3) softmax and cascade softmax (row 4) detectors.

	Mean recall rate	Mean confusion rate	FPPI	Mean correct rate	Time consumption for; 240320 picture
Softmax+Resolution1	0.9172	0.4017	0.4788	0.3548	25.16ms
Softmax+Resolution2	0.9268	0.2512	0.2605	0.4812	63.39ms
Softmax+Resolution3	0.9225	0.2182	0.2248	0.5155	99.45ms
The proposed softmax cascade	0.9448	0.0515	0.0169	0.8475	27.17ms