Deep Unsupervised Common Representation Learning for LiDAR and Camera Data using Double Siamese Networks

Andreas Bühler, Niclas Vödisch, Mathias Bürki +1

Domain gaps of sensor modalities pose a challenge for the design of autonomous robots. Taking a step towards closing this gap, we propose two unsupervised training frameworks for f…