Böcker av Madhuri A. Joshi

An introduction to the fundamental concepts and methodologies of image processing. The book offers a balanced exposition of the basic principles and applications of image processing. It emphasises the algorithmic approach in order to teach students how to write good practical programs for problem solving.

In an accessible way, this book covers basic schemes for image and video compression, including lossless techniques and wavelet- and vector quantization-based image compression and digital video compression. The MATLAB® programs enable readers to gain hands-on experience with the techniques. The authors provide quality metrics used to evaluate the performance of the compression algorithms. They also introduce the modern technique of compressed sensing, which retains the most important part of the signal while it is being sensed.