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An invitation to Graph Signal Processing with Applications to Clusteringold_uid | 14441 |
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title | An invitation to Graph Signal Processing with Applications to Clustering |
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start_date | 2017/10/05 |
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schedule | 14h30 |
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online | no |
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location_info | 2e étage, Salle Mont-Blanc |
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details | Séminaire du département Images et Signal |
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summary | In the recent years, methods and topics from signal (and image) processing were developed so as to address problems in data science on networks of graphs. Among works in this domain, seminal results were the developement of Fourier transforms for graph signals, of multiscale decompositions, of graph filterbanks, of sampling results on graphs,... In this talk, we will present a broad introduction to this domain and the core elements and concepts of graph signal processing. We will also discuss works and developments of graph signal processing, especially those aiming at revising graph-based clustering. |
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responsibles | Meyer, Ito |
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