← Search

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 204PDF ↗code ↗Scholar ↗
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 227PDF ↗code ↗Scholar ↗