Ralf Schleicher

Scene recognition for mobile robots by relational object search using Next-Best-View estimates from hierarchical Implicit Shape Models

We present an approach for recognizing indoor scenes in object constellations that require object search by a mobile robot, as they cannot be captured from a single viewpoint. In our approach that we call Active Scene Recognition (ASR), robots predict object poses from learnt spatial relations that…