Real-Time Fully Incremental Scene Understanding on Mobile Platforms.

We propose an online RGB-D based scene understanding method for indoor scenes running in real time on mobile devices. First, we incrementally reconstruct the scene via simultaneous localization and mapping and compute a three-dimensional (3-D) geometric segmentation by fusing segments obtained from each input depth image in a global 3-D model. We combine this geometric segmentation with semantic a...