Sparse image reconstruction on the sphere: analysis and synthesis

Christopher G. R. Wallis, Yves Wiaux, Jason D. McEwen

We develop techniques to solve ill-posed inverse problems on the sphere by sparse regularisation, exploiting sparsity in both axisymmetric and directional scale-discretised wavelet…