Before revision: We derive conditions under which the reconstruction of a target space is topologically correct via the Cech complex or the Rips complex obtained from possibly noisy point cloud data.
After revision: We derive conditions under which the reconstruction of a target space is topologically correct via the Cech complex or the Vietoris-Rips complex obtained from possibly noisy point cloud data.