Before revision:  Unfortunately, except for a few pioneering works, only very little has been studied in this regard. To this end, in this paper, we propose a novel mathematical formulation to extend CNNs onto two-dimensional (2D) manifold domains.
After revision:  In this paper, we propose a novel mathematical formulation to extend CNNs onto two-dimensional (2D) manifold domains.