Image and Video Compression: Fundamentals, Techniques, and Applications

ISBN-13: 9780367378165 / Angielski / Miękka / 2019 / 236 str.

Madhuri A. Joshi; Mehul S. Raval; Yogesh H. Dandawate

Opis

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.

Spis treści

Preface. Introduction to image compression. Lossless image compression. Image Transforms. Wavelet Based Image Compression. Image Compression Using Vector Quantization. Digital Video Compression. Image Quality Assessment. Compressive Sensing. Index

O autorze

Joshi, Madhuri A.; Raval, Mehul S.; Dandawate, Yogesh H.; Joshi, Kalyani R.; Metkar, Shilpa P.