TransRefine: Transformer-augmented feature refinement for zero-shot scene classification in remote sensing images

Damalla Rambabu, Pratik Abhijeet Bendre, Gayathri C., Rajeshreddy Datla, Vishnu Chalavadi

Abstract: Highlights•Introduced semantic attributes for zero-shot remote sensing scene classification.•TransRefine is proposed to combine embedding and generative-based methods.•Semantic attribute-guided Transformer extracts attribute-based visual features.•Feature refinement obtains discriminative visual features for seen & unseen classes.