An invitation to Graph Signal Processing with Applications to Clustering

old_uid14441
titleAn invitation to Graph Signal Processing with Applications to Clustering
start_date2017/10/05
schedule14h30
onlineno
location_info2e étage, Salle Mont-Blanc
detailsSéminaire du département Images et Signal
summaryIn 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.
responsiblesMeyer, Ito