Table 1 Confusion matrix obtained considering the proposed representation and SVM classifier on the fifteen basic classes of scenes. The average classification rates for individual classes are listed along the diagonal.
From: Exploiting Textons Distributions on Spatial Hierarchy for Scene Classification
Subur ban | Cost | Forest | Highway | Inside city | Mountain | Open country | Street | Tall building | Office | Bedroom | Industrial | Kitchen | Living room | Store | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Suburban | 97.72 | 0.57 | 0.00 | 0.00 | 1.14 | 0.00 | 0.00 | 0.00 | 0.57 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
Cost | 0.40 | 81.76 | 0.79 | 1.19 | 0.00 | 1.58 | 14.28 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
Forest | 0.86 | 0.00 | 92.23 | 0.00 | 0.00 | 2.59 | 3.03 | 0.00 | 0.43 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.86 |
Highway | 0.00 | 3.30 | 0.00 | 89.00 | 1.10 | 0.00 | 1.65 | 0.55 | 0.00 | 0.00 | 0.55 | 1.65 | 0.55 | 1.10 | 0.55 |
Inside city | 0.46 | 0.00 | 0.00 | 0.00 | 76.06 | 0.00 | 0.00 | 4.14 | 1.38 | 0.00 | 0.92 | 8.75 | 0.92 | 1.84 | 5.53 |
Mountain | 0.00 | 1.12 | 1.50 | 0.37 | 0.00 | 89.15 | 5.26 | 0.37 | 0.37 | 0.00 | 0.00 | 1.12 | 0.00 | 0.37 | 0.37 |
Open country | 0.00 | 15.67 | 2.09 | 2.09 | 0.34 | 3.83 | 74.27 | 0.34 | 0.34 | 0.00 | 0.34 | 0.69 | 0.00 | 0.00 | 0.00 |
Street | 0.00 | 0.00 | 0.00 | 0.47 | 2.85 | 0.00 | 0.00 | 90.04 | 0.47 | 0.00 | 0.47 | 3.33 | 0.00 | 0.95 | 1.42 |
Tall building | 0.00 | 0.00 | 0.79 | 0.00 | 4.36 | 1.58 | 0.79 | 0.00 | 82.19 | 0.00 | 1.58 | 4.36 | 1.98 | 0.79 | 1.58 |
Office | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 92.86 | 1.30 | 0.00 | 1.30 | 4.54 | 0.00 |
Bedroom | 0.00 | 0.65 | 0.00 | 0.65 | 0.00 | 2.59 | 0.65 | 0.65 | 0.65 | 6.49 | 62.62 | 3.24 | 8.44 | 11.42 | 1.95 |
Industrial | 0.44 | 2.67 | 0.89 | 1.33 | 9.82 | 2.23 | 2.67 | 0.89 | 3.12 | 0.00 | 3.12 | 61.23 | 2.23 | 2.67 | 6.69 |
kitchen | 0.00 | 0.69 | 0.00 | 0.00 | 2.72 | 0.68 | 0.00 | 0.00 | 0.68 | 6.12 | 9.52 | 3.40 | 61.23 | 11.56 | 3.40 |
Living room | 0.00 | 0.00 | 0.49 | 0.49 | 0.98 | 0.00 | 0.49 | 0.00 | 0.49 | 5.91 | 12.80 | 2.95 | 7.38 | 63.59 | 4.43 |
Store | 0.00 | 0.00 | 0.00 | 0.00 | 6.92 | 1.73 | 0.00 | 0.00 | 0.86 | 0.00 | 1.29 | 4.76 | 1.73 | 5.19 | 77.52 |