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

Table 5

Specifications of various methods.

Method	Type of model	Learning	Classifier
Berg [54]	Nonbiologically inspired	Supervised	K-NN
Lazebnik et al. [9]	Nonbiologically inspired	Supervised	SVM
HMAX [33]	Biologically inspired	Supervised	SVM
Khosla et al. [55]	Biologically inspired	Supervised	K-NN + SVM
Lu et al. [56]	Biologically inspired	Supervised	SVM
Norizadeh et al. [57]	Biologically inspired	Supervised	SVM
Proposed	Biologically inspired	Supervised	SVM