Sparse Image and Signal Processing pdf epub mobi txt 电子书下载 2024

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Jean-Luc Starck

Cambridge University Press

2010-5-10

336

USD 70.00

Hardcover

9780521119139

图书标签: 信号处理模式识别 Wavelets Sparse 数学图像处理计算机科学压缩感知-稀疏表示-矩阵分解

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发表于2024-07-07

Sparse Image and Signal Processing epub 下载 mobi 下载 pdf 下载 txt 电子书下载 2024

Sparse Image and Signal Processing pdf epub mobi txt 电子书下载 2024

图书描述

This book presents the state of the art in sparse and multiscale image and signal processing, covering linear multiscale transforms, such as wavelet, ridgelet, or curvelet transforms, and non-linear multiscale transforms based on the median and mathematical morphology operators. Recent concepts of sparsity and morphological diversity are described and exploited for various problems such as denoising, inverse problem regularization, sparse signal decomposition, blind source separation, and compressed sensing. This book weds theory and practice in examining applications in areas such as astronomy, biology, physics, digital media, and forensics. A final chapter explores a paradigm shift in signal processing, showing that previous limits to information sampling and extraction can be overcome in very significant ways. Matlab and IDL code accompany these methods and applications to reproduce the experiments and illustrate the reasoning and methodology of the research are available for download at the associated web site.

Sparse Image and Signal Processing 下载 mobi epub pdf txt 电子书