Optimization Problem Solving, Compressive Sensing Methods and Their Applications in Sparse Signal and Image Processing

Professor Wusheng Lu is a professor in the Department of Electrical and Computer Engineering at the University of Victoria, Canada. This courseware was developed for his short-term intensive courses delivered at domestic universities. It covers optimization problem solving, compressive sensing methods, and their applications in sparse signal and image processing (compression, reconstruction, denoising, etc.), including algorithm implementations and MATLAB code examples for key techniques.