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Aix-Marseille Université
Institut de Mathématiques de Marseille (I2M) - UMR 7373
Site Saint-Charles : 3 place Victor Hugo, Case 19, 13331 Marseille Cedex 3
Site Luminy : Campus de Luminy - Case 907 - 13288 Marseille Cedex 9

N. Tremblay (INRIA Rennes\, EPFL Lausanne) : Filterbanks for graph signal processing




Date(s) : 09/10/2015   iCal
14h00 - 15h00

Titre : Filterbanks for graph signal processing.\n\nRésumé : I will start with an introduction to the emerging (and exciting) field of graph signal processing. I will then raise the question of filterbanks for graph signals\, and identify the main difficulties when attempting to define such filterbanks by analogy to the classical 1D discrete case. I further propose a construction that takes into account a decomposition of the graph in a partition of subgraphs: local graph Fourier bases of each subgraph are used as building blocks for the filterbanks. I finally show applications through compression and denoising experiments.\nIf time allows\, I will finish with a short presentation of my latest research project: accelerating the spectral clustering algorithm by graph filtering random signals.\nHope to see you there!

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