Sparse and Redundant Representations pdf epub mobi txt 电子书下载 2025

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Michael Elad

Springer

2010-8-19

396

USD 74.95

Hardcover

9781441970107

图书标签: 稀疏表示压缩感知图像处理计算机视觉数学优化 Sparse 计算机

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发表于2025-02-02

Sparse and Redundant Representations epub 下载 mobi 下载 pdf 下载 txt 电子书下载 2025

Sparse and Redundant Representations pdf epub mobi txt 电子书下载 2025

图书描述

This textbook introduces sparse and redundant representations with a focus on applications in signal and image processing. The theoretical and numerical foundations are tackled before the applications are discussed. Mathematical modeling for signal sources is discussed along with how to use the proper model for tasks such as denoising, restoration, separation, interpolation and extrapolation, compression, sampling, analysis and synthesis, detection, recognition, and more. The presentation is elegant and engaging. "Sparse and Redundant Representations" is intended for graduate students in applied mathematics and electrical engineering, as well as applied mathematicians, engineers, and researchers who are active in the fields of signal and image processing.

Sparse and Redundant Representations 下载 mobi epub pdf txt 电子书