Regularization for Inverse Problems using the Singular Value Decomposition (SVD)
Similar to The Concepts Behind SVD Based Image Processing the horizontal axis are the samples index of the SVD basis.
The idea in the chapter you linked is generalizing the Wiener Filter.
While the Wiener Filter uses the Fourier Transform as a basis the SVD uses the data adaptive basis.