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

Table 2

Various specifications of three datasets.

Dataset	Ref.	# of samples	Number of objects	Type of background	Scene resolution
MSRA	[39]	5000	∼1	Simple	∼400300
ECSSD	[40]	1000	∼1	Complex	∼400300
Caltech-101	[41]	9146 (101 object categories)	∼1	∼simple	∼300200