Introduction to Graph Signal Processing

图形信号处理导论

计算机科学技术基础学科

售   价:
571.00
作      者
出  版 社
出版时间
2022年06月01日
装      帧
精装
ISBN
9781108428132
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页      码
300
开      本
244x170mm
语      种
英文
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图书简介
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.
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