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The active appearance model (AAM) is a powerful generative method for modeling and registering deformable objects. The project-out inverse compositional (POIC) method is one of the most common methods for AAM fitting and is also the fastest known method to date. However, it does not work well when the initialization is far from the optimum. In this paper, a two-stage fitting procedure based on POIC...
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