The Impact of Pixel Resolution, Integration Scale, Preprocessing, and Feature Normalization on Texture Analysis for Mass Classification in Mammograms

Table 5

The best option of pixel resolution, integration scale, preprocessing, and normalization methods with each texture method.

Method	Res (m)	IS (pixels)	Preprocessing	Normalization
LBP	800		SH
LDN	600		NP
HOG	600		CLAHE
HAR	200		NP
GF	400		CLAHE