Mean Squared Errors for Different Combinations of Prediction Region and Block Size When Degree of Overlap Is 75%
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 |
5 × 5 | 1.26 | 1.08 | — | 3.85 | 2.95 | — | 13.25 | 10.11 | — |
6 × 6 | 1.24 | 1.01 | 3.28 | 3.80 | 2.89 | 9.02 | 13.29 | 10.11 | 42.9 |
7 × 7 | 1.23 | 1.00 | 1.07 | 3.83 | 2.94 | 3.11 | 13.43 | 10.39 | 10.72 |
8 × 8 | 1.25 | 1.02 | 1.04 | 3.87 | 3.06 | 3.10 | 13.66 | 10.87 | 10.91 |
9 × 9 | 1.24 | 1.02 | 1.03 | 3.88 | 3.08 | 3.07 | 13.75 | 11.02 | 11.01 |
10 × 10 | 1.25 | 1.04 | 1.02 | 3.94 | 3.22 | 3.13 | 13.99 | 11.55 | 11.19 |
11 × 11 | 1.25 | 1.05 | 1.02 | 3.96 | 3.26 | 3.17 | 14.07 | 11.72 | 11.38 |
12 × 12 | 1.22 | 1.07 | 1.03 | 3.99 | 3.38 | 3.23 | 14.21 | 12.15 | 11.74 |
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.