Alessandro Riva

Semantic classification by reasoning on the whole structure of buildings using statistical relational learning techniques

Semantic mapping for autonomous mobile robots includes the place classification task that associates semantic labels (like `corridor' or `office') to rooms perceived in indoor environments. The mainstream approaches to place classification are characterized by local reasoning, where only features re…