Compressed Sensing pdf epub mobi txt 電子書下載 2024

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Eldar, Yonina C.; Kutyniok, Gitta;

Cambridge University Press

2012-6-29

558

USD 108.00

Hardcover

9781107005587

圖書標籤: 數學壓縮感知計算機科學壓縮感知-稀疏錶示-矩陣分解機器學習計算機科普壓縮

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发表于2024-11-08

Compressed Sensing epub 下載 mobi 下載 pdf 下載 txt 電子書下載 2024

Compressed Sensing pdf epub mobi txt 電子書下載 2024

圖書描述

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 下載 mobi epub pdf txt 電子書

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Compressed Sensing pdf epub mobi txt 電子書下載

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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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