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Warping results obtained for the “Soccer Player” training set, starting with an initial contour representing a “plus” sign. First row: Evolution obtained using kernel PCA. Second row: Evolution obtained using linear PCA. When kernel PCA is used, the final contour resembles the elements of the training set. In contrast, the final contour obtained using linear PCA bears little resemblance to the learned shapes.
