Sparse Image and Signal Processing 2024 pdf epub mobi 电子书

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发表于2024-11-08

Sparse Image and Signal Processing 2024 pdf epub mobi 电子书

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出版者:Cambridge University Press

作者:Jean-Luc Starck

出品人:

页数:336

译者:

出版时间:2010-5-10

价格:USD 70.00

装帧:Hardcover

isbn号码:9780521119139

丛书系列:

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

Sparse Image and Signal Processing 2024 pdf epub mobi 电子书图书描述

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 2024 pdf epub mobi 电子书

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