MARS - Models of Appearance, Registration and Segmentation

There is another project that parallels with MARS. Evaluation of models, which involved a long series of experiments, have shown considerable promise. An algorithm was devised for assessing the quality of non-rigid registration and for evaluating appearance models with application to face and brain data.

More detailed explanation can be found in the project page
On the assessment of registration
Evaluation of appearance models (PDF)