Conclusions IOF-ASM demonstrated consistently superior to ASM Different databases with frontal images (30% more accurate) Multi-view databases (70% more accurate) The coplanar face model w/ PASM Adds robustness to head rotations Requires stronger image intensity models Average performance of ASM methods is acceptable - Adding reliability estimates: Helps to automatically discards outliers Allows for model selection and convergence assessment 23
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