Compressed Sensing 2024 pdf epub mobi 电子书

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发表于2024-09-10

Compressed Sensing 2024 pdf epub mobi 电子书

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1.Introduction to compressed sensing Mark A. Davenport, Marco F. Duarte, Yonina C. Eldar and Gitta Kutyniok; 2.Second generation sparse modeling: structured and collaborative signal analysis Alexey Castrodad, Ignacio Ramirez, Guillermo Sapiro, Pablo Sprechm...

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出版者:Cambridge University Press

作者:Eldar, Yonina C.; Kutyniok, Gitta;

出品人:

页数:558

译者:

出版时间:2012-6-29

价格:USD 108.00

装帧:Hardcover

isbn号码:9781107005587

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图书标签: 数学压缩感知计算机科学压缩感知-稀疏表示-矩阵分解机器学习计算机科普压缩

Compressed Sensing 2024 pdf epub mobi 电子书图书描述

Compressed sensing is an exciting, rapidly growing field, attracting considerable attention in electrical engineering, applied mathematics, statistics and computer science. This book provides the first detailed introduction to the subject, highlighting recent theoretical advances and a range of applications, as well as outlining numerous remaining research challenges. After a thorough review of the basic theory, many cutting-edge techniques are presented, including advanced signal modeling, sub-Nyquist sampling of analog signals, non-asymptotic analysis of random matrices, adaptive sensing, greedy algorithms and use of graphical models. All chapters are written by leading researchers in the field, and consistent style and notation are utilized throughout. Key background information and clear definitions make this an ideal resource for researchers, graduate students and practitioners wanting to join this exciting research area. It can also serve as a supplementary textbook for courses on computer vision, coding theory, signal processing, image processing and algorithms for efficient data processing.

Compressed Sensing 2024 pdf epub mobi 电子书

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