Analysis vs Synthesis - An Investigation of (Co)sparse Signal Models on Graphs

Madeleine S. Kotzagiannidis, Mike E. Davies

In this work, we present a theoretical study of signals with sparse representations in the vertex domain of a graph, which is primarily motivated by the discrepancy arising from re…