Table 2 Scene categorization performance on the Indoor Outdoor dataset
No | Algorithms | CR | Precision | Recall | F-measure | AUC |
|---|---|---|---|---|---|---|
1 | CENTRIST-spatial pyramid (RBF) | 97.27% | 97.47% | 95.62% | 96.54% | 95.63% |
2 | CENTRIST-spatial pyramid (linear) | 95.81% | 95.36% | 94% | 94.67% | 94% |
3 | Color-GIST descriptors (RBF) | 89.63% | 92.89% | 81.41% | 86.77% | 81.42% |
4 | Color-GIST descriptors (linear) | 83.27% | 78.84% | 81.83% | 80.31% | 81.83% |
5 | Wavelet descriptors (RBF) | 74.54% | 69.11% | 71.45% | 70.26% | 71.46% |
6 | CENTRIST (linear) | 93.63% | 92.88% | 90.83% | 91.84% | 90.83% |
7 | CENTRIST (RBF) | 97.27% | 96.14% | 97.08% | 96.61% | 97.08% |
8 | SIFT-ScSPM (linear) | 98.72% | 98.49% | 98.29% | 98.39% | 98.29% |
9 | SIFT-LLC (linear) | 99.27% | 98.88% | 99.29% | 99.08% | 99.29% |
10 | SIFT-SPM (Chi-square) | 57.81% | 51.75% | 52.04% | 51.89% | 52.04% |
11 | HOG-SPM (Chi-square) | 71.81% | 51.79% | 50.20% | 50.98% | 50.21% |
12 | SURF- SPM (Chi-square) | 73.27% | 86.56% | 51% | 64.18% | 51.00% |
13 | Enhanced-GIST (RBF) | 97.81% | 96.73% | 97.87% | 97.30% | 97.88% |
14 | Enhanced-GIST (linear) | 96.72% | 94.98% | 97.12% | 96.04% | 97.12% |
15 | Enhanced Ohta color histogram descriptors (RBF)-proposed | 73.45% | 65.11% | 61.33% | 63.16% | 61.33% |
16 | Ohta Color-GIST descriptors (RBF)-proposed | 98.73% | 98.29% | 98.50% | 98.39% | 98.50% |
17 | Ohta Color-GIST descriptors (linear)-proposed | 96.72% | 94.86% | 97.33% | 96.08% | 97.33% |
18 | Ohta Color-GIST wavelet descriptors (linear)-proposed | 97.27% | 95.70% | 97.70% | 96.69% | 97.71% |
19 | Ohta Color-GIST wavelet descriptors (RBF)-proposed | 98.73% | 98.29% | 98.50% | 98.39% | 98.50% |
20 | Spatial Color-gist wavelet descriptors (linear) -proposed | 99.45% | 99.21% | 99.42% | 99.31% | 99.42% |
21 | spatial color-gist wavelet descriptors (RBF)-proposed | 99.82% | 99.67% | 99.87% | 99.77% | 99.88% |