Written for advanced undergraduate and beginning graduate courses, this book presents a thorough introduction to the mathematical foundation of signal and image processing. The book equips readers with the essential knowledge needed to transition smoothly from mathematical models to practical digital data applications. Topics covered include image denoising, spectrographic analysis, and edge detection.
MATLAB is used to solve many end-of-chapter exercises, and some exercises use commands from Signal Processing Toolbox and Wavelet Toolbox. In addition, a supplemental set of MATLAB M-files is available for download.
Teaching materials based on MATLAB and Simulink