Semantic Fisher Scores for Task Transfer: Using Objects to Classify Scenes

Mandar Dixit, Yunsheng Li, Nuno Vasconcelos

The transfer of a neural network (CNN) trained to recognize objects to the task of scene classification is considered. A Bag-of-Semantics (BoS) representation is first induced, by…