Deformable Image Alignment

A Deformable Image Alignment algorithm aims to find the optimal alignment between an input image and a template image with respect to the parameters of a parametric shape model.

The method that is implemented in menpofit is:

  • Active Template Model (ATM)
    • Model Variants: Holistic, Patch-based, Masked, Linear, Linear Masked
    • Optimization Algorithm: Lucas-Kanade Gradient Descent (Forward/Inverse Compositional)

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