Table 7 Confusion matrix obtained considering the proposed representation and KNN on the basic level of description of the scenes. The average classification rates for individual classes are listed along the diagonal.
From: Exploiting Textons Distributions on Spatial Hierarchy for Scene Classification
Suburban | Store | Buildings | Highway | Mountains | Open country | Coast | Forest | Office | House | |
|---|---|---|---|---|---|---|---|---|---|---|
Suburban | 98.29 | 0.00 | 0.57 | 0.00 | 0.00 | 0.00 | 0.00 | 0.57 | 0.00 | 0.57 |
Store | 9.35 | 75.83 | 2.16 | 0.00 | 0.00 | 0.00 | 0.00 | 7.48 | 0.43 | 4.75 |
Building | 4.48 | 13.70 | 63.34 | 2.33 | 1.33 | 3.48 | 0.54 | 5.38 | 0.65 | 5.77 |
Highway | 2.28 | 0.00 | 1.14 | 88.03 | 0.00 | 3.99 | 2.85 | 1.14 | 0.00 | 0.57 |
Mountains | 2.40 | 1.13 | 2.41 | 3.81 | 49.06 | 31.36 | 5.08 | 8.33 | 0.00 | 0.42 |
Open country | 0.58 | 0.00 | 1.01 | 4.60 | 1.58 | 76.68 | 11.51 | 5.04 | 0.00 | 0.00 |
Coast | 0.43 | 0.00 | 0.85 | 9.53 | 1.70 | 27.69 | 58.95 | 0.85 | 0.00 | 0.00 |
Forest | 0.43 | 0.86 | 0.00 | 0.00 | 0.86 | 4.71 | 0.00 | 93.14 | 0.00 | 0.00 |
Office | 5.25 | 1.42 | 1.42 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 76.03 | 15.88 |
House | 4.09 | 9.13 | 3.09 | 1.14 | 0.14 | 1.20 | 0.00 | 1.00 | 8.84 | 71.37 |