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Early Classification for Agricultural Monitoring from Satellite Time Series

Early Classification for Agricultural Monitoring from Satellite Time Series

M. Rußwurm
R. Tavenard
Sébastien Lefèvre
Marco Körner
ArXiv (abs)PDFHTML

Papers citing "Early Classification for Agricultural Monitoring from Satellite Time Series"

10 / 10 papers shown
Title
XAI for Early Crop Classification
XAI for Early Crop Classification
Ayshah Chan
M. Schneider
Marco Körner
AI4TS
67
2
0
10 Oct 2023
Boosting Crop Classification by Hierarchically Fusing Satellite, Rotational, and Contextual Data
Boosting Crop Classification by Hierarchically Fusing Satellite, Rotational, and Contextual Data
Valentin Barrière
M. Claverie
M. Schneider
G. Lemoine
R. d’Andrimont
52
21
0
19 May 2023
Multimodal Crop Type Classification Fusing Multi-Spectral Satellite Time Series with Farmers Crop Rotations and Local Crop Distribution
Multimodal Crop Type Classification Fusing Multi-Spectral Satellite Time Series with Farmers Crop Rotations and Local Crop Distribution
Valentin Barrière
M. Claverie
50
4
0
23 Aug 2022
Open challenges for Machine Learning based Early Decision-Making research
Open challenges for Machine Learning based Early Decision-Making research
A. Bondu
Youssef Achenchabe
Albert Bifet
Fabrice Clérot
Antoine Cornuéjols
João Gama
Georges Hébrail
V. Lemaire
P. Marteau
AI4CE
61
9
0
27 Apr 2022
Investigating Temporal Convolutional Neural Networks for Satellite Image Time Series Classification: A survey
Investigating Temporal Convolutional Neural Networks for Satellite Image Time Series Classification: A survey
James Brock
Zahraa S Abdallah
47
4
0
13 Apr 2022
Early Recognition of Ball Catching Success in Clinical Trials with RNN-Based Predictive Classification
Early Recognition of Ball Catching Success in Clinical Trials with RNN-Based Predictive Classification
Jana Lang
M. Giese
M. Synofzik
Winfried Ilg
S. Otte
29
2
0
06 Jul 2021
Early Classification of Time Series is Meaningful
Early Classification of Time Series is Meaningful
Youssef Achenchabe
A. Bondu
Antoine Cornuéjols
V. Lemaire
AI4TS
47
4
0
27 Apr 2021
Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations
Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations
Nando Metzger
Mehmet Özgür Türkoglu
Stefano Dáronco
Jan Dirk Wegner
Konrad Schindler
BDLAI4TS
99
30
0
04 Dec 2020
An empirical study of neural networks for trend detection in time series
An empirical study of neural networks for trend detection in time series
Alexandre Miot
Gilles Drigout
AI4TS
57
2
0
09 Dec 2019
Conditional Denoising of Remote Sensing Imagery Using Cycle-Consistent Deep Generative Models
Conditional Denoising of Remote Sensing Imagery Using Cycle-Consistent Deep Generative Models
M. Zotov
Jevgenij Gamper
DiffM
31
4
0
31 Oct 2019