Research Article
A Multiobjective Approach to Homography Estimation
Table 1
Evaluation of the estimation results for NSGA-II and NSDE.
| | Algorithm | Image pair | MSE | PSNR |
| | NSGA-II |
Figures 3(a) and 3(b) | 97.44 (23.4474) | 93.11 (19.9691) | 8.59 (1.8793) | 8.94 (1.6751) | | NSDE | 82.64 (0.7574) | 82.14 (0.0787) | 9.82 (0.0791) | 9.87 (0.0083) |
| | NSGA-II | Figures 3(c) and 3(d) | 62.81 (20.6944) | 56.09 (10.9807) | 12.56 (2.4086) | 13.31 (1.3887) | | NSDE | 51.81 (0.1233) | 51.87 (0.2008) | 13.87 (0.0207) | 13.86 (0.0336) |
| | NSGA-II | Figures 3(e) and 3(f) | 118.23 (9.2986) | 114.46 (0.4646) | 6.73 (0.6693) | 6.99 (0.0353) | | NSDE | 114.56 (0.6316) | 114.29 (0.2172) | 6.98 (0.0480) | 7.00 (0.0165) |
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