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Vivien Sainte Fare Garnot

2 accepted papers

2021

Panoptic Segmentation of Satellite Image Time Series With Convolutional Temporal Attention Networks

ICCV 2021poster

Unprecedented access to multi-temporal satellite imagery has opened new perspectives for a variety of Earth observation tasks. Among them, pixel-precise panoptic segmentation of agricultural parcels has major economic and environmental implications. While researchers have explored this problem for s…

Cited by 204PDFcodeScholar
2020

Satellite Image Time Series Classification With Pixel-Set Encoders and Temporal Self-Attention

CVPR 2020oral

Satellite image time series, bolstered by their growing availability, are at the forefront of an extensive effort towards automated Earth monitoring by international institutions. In particular, large-scale control of agricultural parcels is an issue of major political and economic importance. In th…

Cited by 227PDFcodeScholar