191 citations · 588 across the 15 of their papers we have counts for
Showing 2018Show all
2 papers · 1 filter
cs.LG2018★ 150 cited
Incremental Learning for Semantic Segmentation of Large-Scale Remote Sensing Data
Onur Tasar, Yuliya Tarabalka, Pierre Alliez
In spite of remarkable success of the convolutional neural networks on semantic segmentation, they suffer from catastrophic forgetting: a significant performance drop for the alrea…
cs.CV2018★ 8 cited
Coarse to fine non-rigid registration: a chain of scale-specific neural networks for multimodal image alignment with application to remote sensing
Armand Zampieri, Guillaume Charpiat, Yuliya Tarabalka
We tackle here the problem of multimodal image non-rigid registration, which is of prime importance in remote sensing and medical imaging. The difficulties encountered by classical…