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. 2019 Aug 6;32(5):728–745. doi: 10.1007/s10278-019-00249-5

Table 2.

List of all the extracted features

Type Feature no. Feature name
Intensity 1 Foreground-background ratio
2 Standard deviation obj
3 Foreground entropy
4 Foreground-background difference
5 Mean foreground intensity
Shape 6 Area of an object
7 F3
8 F1
9 compactness
10 Fourth moment (F3-F1)
11 Elongation
Invariant moments 12 Φ1
13 Φ2
14 Φ3
15 Φ4
16 Φ5
17 Φ6
18 Φ7
Haralick features 19 Information measure 1
20 Information measure 2
21 Sum average
22 Correlation
23 Inverse difference moment
24 Energy
25 Sum Entropy
26 Sum of the squares
27 Sum variance
28 Difference variance
29 Entropy
30 Difference entropy
31 Contrast
HOG features 32 Mean of HOG bins
33 HOG bin 1
34 HOG bin 2
35 HOG bin 3
36 HOG bin 4
37 Standard deviation of HOG bins
38 Kurtosis of HOG bins
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