Introduction to Graph Signal Processing

Name: Introduction to Graph Signal Processing
Brand: CAMBRIDGE UNIVERSITY PRESS
SKU: 876725
Price: 118.72 EUR
Availability: InStock

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118,72 €

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ISBN

9781108428132

Mladinska knjiga ID

876725

Leto izida

2022

Datum izida

09.06.2022

Velikost (šxdxv)

250 × 180 × 25

Status dobavljivosti

Na zalogi pri dobavitelju

Jezik

ANG

Založnik

CAMBRIDGE UNIVERSITY PRESS

Avtor

ANTONIO ORTEGA

Opis

An intuitive and accessible text explaining the fundamentals and applications of graph signal processing. Requiring only an elementary understanding of linear algebra, it covers both basic and advanced topics, including node domain processing, graph signal frequency, sampling, and graph signal representations, as well as how to choose a graph. Understand the basic insights behind key concepts and learn how graphs can be associated to a range of specific applications across physical, biological and social networks, distributed sensor networks, image and video processing, and machine learning. With numerous exercises and Matlab examples to help put knowledge into practice, and a solutions manual available online for instructors, this unique text is essential reading for graduate and senior undergraduate students taking courses on graph signal processing, signal processing, information processing, and data analysis, as well as researchers and industry professionals.