This thoroughly updated edition presents state-of-the-art sparse and multiscale image and signal processing with applications in astronomy biology physics MRI digital media and forensics. New chapters and sections cover dictionary learning 3-D data (data cubes) and geo-located data. MATLAB (R) and IDL code are available.