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Top: The same example images from the COIL-20 dataset with significant Gaussian noise added (standard deviation of 1 where the original image pixel intensities are normalised between 0 and 1). EachBottom: Laplacian eigenmap embeddings for these datasets, with k𝒢 = 4. Some of the structure seen in Fig. 1 is present but much has been lost.
