Digital Signal Processing with Matlab Examples, Volume 2: Decomposition, Recovery, Data-Based Actions

✍ Scribed by Jose Maria Giron-Sierra (auth.)

• Publisher: Springer Singapore
• Year: 2017
• Tongue: English
• Leaves: 944
• Series: Signals and Communication Technology
• Edition: 1
• Category: Library

✦ Synopsis

This is the second volume in a trilogy on modern Signal Processing. The three books provide a concise exposition of signal processing topics, and a guide to support individual practical exploration based on MATLAB programs.

This second book focuses on recent developments in response to the demands of new digital technologies. It is divided into two parts: the first part includes four chapters on the decomposition and recovery of signals, with special emphasis on images. In turn, the second part includes three chapters and addresses important data-based actions, such as adaptive filtering, experimental modeling, and classification.

✦ Table of Contents

Front Matter....Pages i-xxxix
Front Matter....Pages 1-1
Filter Banks....Pages 3-113
Wavelets....Pages 115-241
Image and 2D Signal Processing....Pages 243-344
Wavelet Variants for 2D Analysis....Pages 345-468
Front Matter....Pages 469-469
Adaptive Filters and Observers....Pages 471-580
Experimental Modelling....Pages 581-645
Data Analysis and Classification....Pages 647-835
Back Matter....Pages 837-913

✦ Subjects

Signal, Image and Speech Processing;Image Processing and Computer Vision