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. Author manuscript; available in PMC: 2015 Sep 25.
Published in final edited form as: Int J Comput Assist Radiol Surg. 2014 Mar 25;9(6):1005–1020. doi: 10.1007/s11548-014-0992-1

Table 2.

List of local image features previously proposed in [19,32,61]

No. Feature
1 Region conspicuity
2 Region size
3 Region contrast
4 Average local noise (pixel value fluctuation)
5 Standard deviation of local noise
6 Skewness of local noise
7 Mean radial length / region size
8 Standard deviation of radial lengths
9 Skewness of radial lengths
10 Ratio between the maximum and minimal radial length
11 Shape factor ratio (perimeter of boundary2 / region size)
12 Region circularity
13 Standard deviation of pixel values inside growth region
14 Skewness of pixel values inside growth region
15 Kurtosis of pixel values inside growth region
16 Average value of gradient of boundary contour pixels
17 Standard deviation of gradient of boundary contour pixels
18 Skewness of gradient of boundary contour pixels
19 Standard deviation of pixel values in the surrounding background
20 Skewness of pixel values in the surrounding background
21 Kurtosis of pixel values in the surrounding background
22 Average noise of pixel values in the surrounding background
23 Standard deviation of pixel value noise in the surrounding background
24 Skewness of pixel value noise in the surrounding background
25 Ratio of number of “minimum” pixels inside growth region
26 Average pixel value depth of “minimum” pixels inside growth region
27 Center position shift (distance between gravity center and local minimum) / region size