Adaptive Blind Signal and Image Processing by Andrzej Cichocki and Shun-ichi Amari (2005)
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Resource Overview
This repository contains the companion source code for "Adaptive Blind Signal and Image Processing" (Chinese title: 《自适应盲信号与图象处理》) authored by Andrzej Cichocki and Shun-ichi Amari (Japan), published in 2005. This book represents the most systematic and up-to-date resource on blind signal and image processing, featuring MATLAB implementations of key algorithms such as Independent Component Analysis (ICA), blind source separation, and adaptive filtering techniques.
Detailed Documentation
This resource introduces a comprehensive and up-to-date book on blind signal and image processing titled "Adaptive Blind Signal and Image Processing". Co-authored by Andrzej Cichocki and Shun-ichi Amari (Japan) and published in 2005, this book serves as an excellent reference for researchers interested in blind signal processing methodologies. The accompanying source code provides practical implementations of core algorithms including blind source separation techniques, ICA algorithms (like FastICA and JADE), and adaptive filtering approaches, enabling readers to deepen their understanding through hands-on experimentation with real-world signal processing scenarios.
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