most citedMulti-task fully convolutional network for tree species mapping in dense forests using small training hyperspectral data

55 citations · 57 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CV2022★ 2 cited

Learning crop type mapping from regional label proportions in large-scale SAR and optical imagery

Laura E. C. La Rosa, Dario A. B. Oliveira, Pedram Ghamisi

The application of deep learning algorithms to Earth observation (EO) in recent years has enabled substantial progress in fields that rely on remotely sensed data. However, given t…

cs.CV2021★ 55 cited

Multi-task fully convolutional network for tree species mapping in dense forests using small training hyperspectral data

Laura Elena Cué La Rosa, Camile Sothe, Raul Queiroz Feitosa +3

This work proposes a multi-task fully convolutional architecture for tree species mapping in dense forests from sparse and scarce polygon-level annotations using hyperspectral UAV-…