A Data-Driven and Biologically Inspired Preprocessing Scheme to Improve Visual Object Recognition

Table 4

Recognition accuracy for different schemes in eight categories of Caltech-101 dataset.

Method	Accuracy (%)
	Airplanes	Chair	Faces	Motorbikes	Rooster	Helicopter	Wrench	Saxophone
Berg [54]	74	71	70	76	72	73	71	69
Lazebnik et al. [9]	88	84	89	90	83	87	87	82
HMAX [33]	86	82	87	87	79	84	83	81
Khosla et al. [55]	90	87	92	91	85	91	90	89
Lu et al. [56]	89	90	87	88	86	87	89	88
Norizadeh et al. [57]	88	91	89	92	84	90	91	86
Proposed method	92	94	90	95	87	93	93	91