Effect of Adding Filtered Error Term Image to Predictable Image
Prediction region | ||||||||||
Low count level | Intermediate count level | High count level | ||||||||
Block size | n | 3 × 3* | 3 × 3 | 5 × 5 | 3 × 3* | 3 × 3 | 5 × 5 | 3 × 3* | 3 × 3 | 5 × 5 |
5 × 5 | 0 | 1.05 | 0.97 | — | 3.12 | 2.99 | — | 10.47 | 10.62 | — |
1 | 0.95 | 0.91 | — | 2.79 | 2.57 | — | 9.25 | 9.20 | — | |
2 | 0.85 | 0.88 | — | 2.23 | 2.32 | — | 7.12 | 7.87 | — | |
6 × 6 | 0 | 1.01 | 0.92 | 3.51 | 3.00 | 2.91 | 26.05 | 10.28 | 10.44 | 40.69 |
1 | 0.92 | 0.86 | 6.13 | 2.71 | 2.49 | 28.05 | 9.19 | 8.85 | 58.47 | |
2 | 0.84 | 0.83 | 5.15 | 2.19 | 2.23 | 143.63 | 7.25 | 7.61 | 40.92 | |
7 × 7 | 0 | 1.00 | 0.91 | 1.00 | 3.00 | 2.97 | 3.26 | 10.35 | 10.50 | 11.29 |
1 | 0.91 | 0.85 | 0.94 | 2.73 | 2.56 | 2.72 | 9.31 | 8.95 | 9.15 | |
2 | 0.85 | 0.81 | 0.93 | 2.22 | 2.26 | 2.50 | 7.45 | 7.75 | 8.25 | |
8 × 8 | 0 | 1.01 | 0.93 | 0.94 | 3.06 | 3.05 | 3.20 | 10.63 | 10.85 | 11.06 |
1 | 0.92 | 0.86 | 0.89 | 2.80 | 2.63 | 2.69 | 9.61 | 9.31 | 9.20 | |
2 | 0.85 | 0.82 | 0.87 | 2.27 | 2.33 | 2.47 | 7.75 | 8.10 | 8.16 | |
9 × 9 | 0 | 0.99 | 0.91 | 0.96 | 3.04 | 3.02 | 3.14 | 10.67 | 10.69 | 11.02 |
1 | 0.91 | 0.85 | 0.89 | 2.79 | 2.61 | 2.67 | 9.66 | 9.21 | 9.26 | |
2 | 0.85 | 0.82 | 0.85 | 2.29 | 2.34 | 2.42 | 7.87 | 8.08 | 8.34 | |
10 × 10 | 0 | 1.01 | 0.94 | 0.94 | 3.12 | 3.14 | 3.15 | 11.08 | 11.39 | 10.83 |
1 | 0.93 | 0.87 | 0.88 | 2.87 | 2.73 | 2.71 | 10.04 | 9.83 | 9.16 | |
2 | 0.86 | 0.82 | 0.85 | 2.33 | 2.43 | 2.47 | 8.14 | 8.66 | 8.19 | |
11 × 11 | 0 | 1.00 | 0.94 | 0.96 | 3.12 | 3.14 | 3.16 | 11.15 | 11.36 | 10.90 |
1 | 0.92 | 0.87 | 0.89 | 2.87 | 2.72 | 2.72 | 10.02 | 9.84 | 9.27 | |
2 | 0.86 | 0.83 | 0.85 | 2.34 | 2.43 | 2.47 | 8.24 | 8.67 | 8.31 | |
12 × 12 | 0 | 1.01 | 0.96 | 0.97 | 3.15 | 3.23 | 3.18 | 11.38 | 11.88 | 11.07 |
1 | 0.93 | 0.89 | 0.90 | 2.91 | 2.81 | 2.75 | 10.28 | 10.37 | 9.52 | |
2 | 0.87 | 0.84 | 0.85 | 2.38 | 2.52 | 2.51 | 8.38 | 9.09 | 8.49 |
n = number of summed error term images before filtering; 3 × 3* = prediction region of 4 orthogonal neighbors of predicted pixel; — = modeling not possible because prediction region = block size.
Block sizes and other prediction regions are squares in pixels.