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The tutorial outlines the process of image registration, which involves aligning a source image to a target image through an optimization problem. The objective function minimizes irregularity in the transformation while ensuring a good match between the images. Transformations can be parameterized in various ways, including simple parametric models or non-parametric models using vector fields. This allows for flexibility in aligning images effectively.