Residential College | false |
Status | 已發表Published |
Redundant graph Fourier transform | |
Xianwei Zheng1![]() ![]() ![]() ![]() ![]() ![]() | |
2015-08-06 | |
Conference Name | IEEE 2nd International Conference on Cybernetics (CYBCONF) |
Source Publication | Proceedings - 2015 IEEE 2nd International Conference on Cybernetics, CYBCONF 2015
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Pages | 406-409 |
Conference Date | 24-26 June 2015 |
Conference Place | Gdynia, Poland |
Country | POLAND |
Publisher | IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA |
Abstract | Signal processing on graphs is a new emerging field that processing high-dimensional data by spreading samples on networks or graphs. The new introduced definition of graph Fourier transform shows its importance in establishing the theory of frequency analysis or computational harmonic analysis on graph signal processing. We introduce the definition of redundant graph Fourier transform, which is defined via a Parseval frame transform generated from an extended Laplacian of a given graph. The flexibility and sparsity of the redundant graph Fourier transform are important properties that will be useful in signal processing. In certain applications and by selections of the extended Laplacian, redundant Fourier transform performs better than graph Fourier transform. |
Keyword | Graph Fourier Transform Graph Laplacian Matrix Redundant Graph Fourier Transform Signal Compression |
DOI | 10.1109/CYBConf.2015.7175968 |
URL | View the original |
Indexed By | CPCI-S |
Language | 英語English |
WOS Research Area | Computer Science |
WOS Subject | Computer Science, Cybernetics |
WOS ID | WOS:000373207200071 |
Scopus ID | 2-s2.0-84947932034 |
Fulltext Access | |
Citation statistics | |
Document Type | Conference paper |
Collection | Faculty of Science and Technology |
Affiliation | 1.Department of Computer and Information Science, University of Macau 999078, Macau 2.Guangxi Normal University for Nationalities, Chongzuo, China |
First Author Affilication | University of Macau |
Recommended Citation GB/T 7714 | Xianwei Zheng,Yuanyan Tang,Jiantao Zhou,et al. Redundant graph Fourier transform[C]:IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA, 2015, 406-409. |
APA | Xianwei Zheng., Yuanyan Tang., Jiantao Zhou., Lina Yang., Haoliang Yuan., Yulong Wang., & Chunli Li (2015). Redundant graph Fourier transform. Proceedings - 2015 IEEE 2nd International Conference on Cybernetics, CYBCONF 2015, 406-409. |
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