  In this paper, we consider the sparse regularization of manifold-valued data
with respect to an interpolatory wavelet/multiscale transform. We propose and
study variational models for this task and provide results on their
well-posedness. We present algorithms for a numerical realization of these
models in the manifold setup. Further, we provide experimental results to show
the potential of the proposed schemes for applications.
