Concepedia
Statistics
Publications
13
Citations
718
H-Index
11
Active since
2018
Affiliations
University of Zurich(Current)
Université Gustave Eiffel
Institut Polytechnique de Bordeaux
Centre National de la Recherche Scientifique
Vivien Sainte Fare Garnot is an author at University of Zurich specializing in engineering, data science, and computer vision.
Top concepts
EngineeringData ScienceDeep LearningImage AnalysisMachine VisionComputer VisionMachine LearningPattern RecognitionRemote SensingGeography
Publications per year
2018–2025
Panoptic Segmentation of Satellite Image Time Series with Convolutional Temporal Attention Networks
Vivien Sainte Fare Garnot, Loïc Landrieu · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 181 citations · Full text
Scene Analysis, Precision Agriculture, Machine Learning +18
Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention
Vivien Sainte Fare Garnot, Loïc Landrieu, Sébastien Giordano et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2020 · 126 citations · Full text
Multi-modal temporal attention models for crop mapping from satellite time series
Vivien Sainte Fare Garnot, Loïc Landrieu, Nesrine Chehata · ISPRS Journal of Photogrammetry and Remote Sensing · 2022 · 122 citations
Crop Mapping, Precision Agriculture, Machine Vision +10
UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time Series
Patrick Ebel, Vivien Sainte Fare Garnot, Michael Schmitt et al. · 2023 · 62 citations
Time-Space Tradeoff in Deep Learning Models for Crop Classification on Satellite Multi-Spectral Image Time Series
Vivien Sainte Fare Garnot, Loïc Landrieu, Sébastien Giordano et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2019 · 58 citations · Full text
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