Table 1 Comparison of average values for features of video frames. Values are expressed as average ± standard deviation. The first 13 features correspond to the Steerable Pyramids and have an average value of 1 because there are normalized values, with variation only between pixels
Feature | Description | Previous Dataset | Current Dataset |
|---|---|---|---|
1 | Steerable Pyramid | 1.000 ± 0.000 | 1.000 ± 0.000 |
2 | Steerable Pyramid | 1.000 ± 0.000 | 1.000 ± 0.000 |
3 | Steerable Pyramid | 1.000 ± 0.000 | 1.000 ± 0.000 |
4 | Steerable Pyramid | 1.000 ± 0.000 | 1.000 ± 0.000 |
5 | Steerable Pyramid | 1.000 ± 0.000 | 1.000 ± 0.000 |
6 | Steerable Pyramid | 1.000 ± 0.000 | 1.000 ± 0.000 |
7 | Steerable Pyramid | 1.000 ± 0.000 | 1.000 ± 0.000 |
8 | Steerable Pyramid | 1.000 ± 0.000 | 1.000 ± 0.000 |
9 | Steerable Pyramid | 1.000 ± 0.000 | 1.000 ± 0.000 |
10 | Steerable Pyramid | 1.000 ± 0.000 | 1.000 ± 0.000 |
11 | Steerable Pyramid | 1.000 ± 0.000 | 1.000 ± 0.000 |
12 | Steerable Pyramid | 1.000 ± 0.000 | 1.000 ± 0.000 |
13 | Steerable Pyramid | 1.000 ± 0.000 | 1.000 ± 0.000 |
14 | Itti Color | 0.404 ± 0.079 | 0.160 ± 0.046 |
15 | Intensity | 0.770 ± 0.171 | 0.198 ± 0.052 |
16 | Orientation | 0.442 ± 0.073 | 0.063 ± 0.008 |
17 | Presence of Skin | 0.224 ± 0.047 | 0.166 ± 0.046 |
18 | Color - Red | 0.539 ± 0.142 | 0.468 ± 0.090 |
19 | Color - Green | 0.518 ± 0.143 | 0.458 ± 0.105 |
20 | Color - Blue | 0.512 ± 0.156 | 0.443 ± 0.097 |
21 | Horizon Line | 0.503 ± 0.010 | 0.514 ± 0.003 |
22 | Presence of Face | 0.173 ± 0.094 | 0.074 ± 0.073 |
23 | Presence of People | 0.006 ± 0.008 | 0.065 ± 0.071 |
24 | Center Screen | 0.523 ± 0.000 | 0.538 ± 0.000 |
25 | Movement | 0.052 ± 0.004 | 0.016 ± 0.003 |
26 | Social Scene | 0.475 ± 0.110 | 0.443 ± 0.159 |
27 | Geometric Scene | 0.475 ± 0.110 | 0.443 ± 0.159 |
28 | Center Scene | 0.538 ± 0.000 | 0.536 ± 0.000 |