2018
Slippage Detection Generalizing to Grasping of Unknown Objects Using Machine Learning With Novel Features
RA-L 2018
Real-time grasp stability is based on successful slippage detection. In this work, we consider slippage detection as a binary problem (slip, stable) and we propose a novel set of temporal and frequential features, extracted from force norm profiles and collected during reliable ground truth labeling