Mean Squared Errors for Different Combinations of Prediction Region and Block Size When Degree of Overlap Is 50%
Prediction region | |||||||||
Low count level | Intermediate count level | High count level | |||||||
Block size | 3 × 3* | 3 × 3 | 5 × 5 | 3 × 3* | 3 × 3 | 5 × 5 | 3 × 3* | 3 × 3 | 5 × 5 |
4 × 4 | 2.09 | 1.73 | — | 8.83 | 3.17 | — | 19.12 | 6.29 | — |
5 × 5 | 1.31 | 1.23 | — | 3.93 | 3.11 | — | 13.32 | 10.50 | — |
6 × 6 | 1.30 | 1.19 | 8.41 | 3.95 | 3.29 | 19.17 | 13.72 | 11.70 | 110.07 |
7 × 7 | 1.26 | 1.04 | 1.28 | 3.93 | 3.06 | 3.65 | 13.60 | 10.76 | 14.12 |
8 × 8 | 1.28 | 1.07 | 1.17 | 3.97 | 3.21 | 3.53 | 13.99 | 11.31 | 11.92 |
9 × 9 | 1.28 | 1.06 | 1.06 | 3.95 | 3.12 | 3.16 | 14.00 | 11.17 | 11.25 |
10 × 10 | 1.25 | 1.09 | 1.15 | 3.95 | 3.32 | 3.38 | 14.01 | 11.78 | 11.81 |
11 × 11 | 1.25 | 1.06 | 1.06 | 3.94 | 3.28 | 3.22 | 14.05 | 11.80 | 11.56 |
12 × 12 | 1.26 | 1.09 | 1.08 | 3.98 | 3.46 | 3.48 | 14.17 | 12.30 | 12.51 |
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.