Consider the 256 256 cameraman image. If we decompose the image into its SVD components, each component is an image of size 256 256. The ith component of the image is s2i uivi and the whole image is

Plot of the 256 singular values of the image normalized with respect to the largest singular value is shown in Figure 3.13. As can be seen, most of the singular values are small. The original image and the images reconstructed using the first 20 and 50 singular values are shown in Figures 3.14 through 3.16, respectively

Transcribed Image Text:

256 = -