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

Figure 3

The effect of pixel resolution and integration scale on the performance of the texture methods with the LSVM (a, c, e, g, i), the NLSVM (b, d, f, h, j), (a)-(b) LBP, (c)-(d) LDN, (e)-(f) HOG, (g)-(h) HAR, and (i)-(j) GF.

(a)

(b)

(c)

(d)

(e)

(f)

(g)

(h)

(i)

(j)