Research Article

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

Table 2

Summary of the ANOVA results of pixel resolution and integration scale with the LSVM (the value in each cell is a value).

Method Res IS ResIS

LBP 0.0024 0.001 0.908
LDN 0.1174 0.4035 0.8037
HOG 0.3905 0.6515 0.4636
HAR 0.7846 0.0962 0.2895
GF 0.083 0.8259 0.9864