Synopsis
This book offers a comprehensive study of multichannel two-dimensional (2-D) random signals. It places emphasis on the estimation and spectral modeling of these signals and includes applications to spectrum estimation and image processing. The book begins with a description of multichannel 2-D signals and systems, including their representation and statistical characterization. It then delves into linear prediction and autoregressive (AR) modeling, forming a basis for the rest of the material. This is followed by chapters on spectrum estimation, including model-based methods, and applications to image processing such as segmentation, coding, spectrum analysis, and image reconstruction. The author concludes with a summary and thoughts on future research directions. The book's insights will be of interest to researchers and advanced-level students in signal processing, image processing, and related fields.
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The Analysis of Multichannel Two-Dimensional Random Signals (Classic Reprint)
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Paperback. Condition: New. Print on Demand. This book offers a comprehensive study of multichannel two-dimensional (2-D) random signals. It places emphasis on the estimation and spectral modeling of these signals and includes applications to spectrum estimation and image processing. The book begins with a description of multichannel 2-D signals and systems, including their representation and statistical characterization. It then delves into linear prediction and autoregressive (AR) modeling, forming a basis for the rest of the material. This is followed by chapters on spectrum estimation, including model-based methods, and applications to image processing such as segmentation, coding, spectrum analysis, and image reconstruction. The author concludes with a summary and thoughts on future research directions. The book's insights will be of interest to researchers and advanced-level students in signal processing, image processing, and related fields. This book is a reproduction of an important historical work, digitally reconstructed using state-of-the-art technology to preserve the original format. In rare cases, an imperfection in the original, such as a blemish or missing page, may be replicated in the book. print-on-demand item. Seller Inventory # 9781334537684_0
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The Analysis of Multichannel Two-Dimensional Random Signals (Classic Reprint)
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