Fig. 2
From: Real-time 3D reconstruction from single-photon lidar data using plug-and-play point cloud denoisers

Block diagram of the proposed real-time framework. The algorithm iterates between depth, intensity and background updates, applying a gradient step followed by a denoiser. Each step can be processed very quickly in parallel, resulting in a low total execution time