Table 3.
Results for the validation measures given in the text. ICA-T+SP provides the best motion compensation results for all validation measures. The significance of the difference of ICA-T+SP when compared to the other motion compensation methods is given in Table 4.
R2 ↑ | NMSE ↓ | σ ↓ | BRMSE↓ | DI ↑ | |||
---|---|---|---|---|---|---|---|
manual | – | – | .204±.084 | – | – | – | |
unregistered | .838±.185 | .529±.482 | .346±.178 | 1.66±.424 | .703±.162 | – | |
ICA-SP | .959±.076 | .287±.333 | .254±.150 | 1.16±.366 | .818±.087 | 47 ± 19 | |
ICA-T | .928±.135 | .327±.384 | .274±.146 | 1.25±.358 | .794±.114 | 9 ± 3 | |
ICA-T+SP | .963±.058 | .259±.261 | .249±.131 | 1.10±.234 | .826±.085 | 17 ± 9 | |
SERIAL | .942±.116 | .336±.373 | .266±.146 | 1.43±.359 | .768±.133 | 846 ±157 | |
QUASI-P | .942±.089 | .305±.280 | .272±.147 | 1.29±.263 | .790±.121 | 400 ± 76 | |
ICA-T+PGT | .955±.085 | .282±.302 | .259±.138 | 1.15±.258 | .815±.092 | 18 ± 9 |