340 citations · 1.8k across the 24 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
cs.CV2021★ 106 cited
Semantic Segmentation of Remote Sensing Images with Sparse Annotations
Yuansheng Hua, Diego Marcos, Lichao Mou +2
Training Convolutional Neural Networks (CNNs) for very high resolution images requires a large quantity of high-quality pixel-level annotations, which is extremely labor- and time-…
cs.CV2021
Self-supervised pre-training enhances change detection in Sentinel-2 imagery
Marrit Leenstra, Diego Marcos, Francesca Bovolo +1
While annotated images for change detection using satellite imagery are scarce and costly to obtain, there is a wealth of unlabeled images being generated every day. In order to le…