Nonnegative Matrix Factorizations Performing Object Detection and Localization

Table 3

Algorithm performances in terms of recall and precision when applied to Usps with factor ranks 𝑟=80 and 𝑟=220. Bold fonts indicate the highest values of precision and recall.

𝑟=80
Method	𝑇𝑃	𝐹𝑃	Recall	Precision	F-measure
NMF	2602	98	0.96	0.96	0.96
LNMF	2457	243	0.91	0.91	0.91
NMFsc	2615	85	0.97	0.97	0.97
DLPP	658	2042	0.24	0.24	0.24
𝑟=220
Method	𝑇𝑃	𝐹𝑃	Recall	Precision	F-measure
NMF	2602	98	0.96	0.96	0.96
LNMF	1708	1042	0.63	0.63	0.63
NMFsc	2603	97	0.96	0.96	0.96
DLPP	2195	505	0.81	0.81	0.81