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Perfect Reconstruction Two-Channel Wavelet Filter Banks for Graph Structured Data

Perfect Reconstruction Two-Channel Wavelet Filter Banks for Graph Structured Data

In this work we propose the construction of two-channel wavelet filterbanks for analyzing functions defined on the vertices of any arbitrary finite weighted undirected graph. These graph based functions are referred to as graph-signals as we build a framework in which many concepts from the classical signal processing domain, such …