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Sven R. Schmidt-Rohr

2 accepted papers

2016

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

IROS 2016poster

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…

Cited by 4SourceScholar
2015

Automated selection of spatial object relations for modeling and recognizing indoor scenes with hierarchical Implicit Shape Models

IROS 2015poster

We present an approach that uses combinatorial optimization to decide which spatial relations between objects are relevant to accurately describe an indoor scene, made up of objects. We extract scene models from object configurations that are acquired during demonstration of actions, characteristic…

Cited by 3SourceScholar