Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders

6 February 2018

Papers citing "Multi-Temporal Land Cover Classification with Sequential Recurrent Encoders"

13 / 13 papers shown

Title
Harnessing Administrative Data Inventories to Create a Reliable Transnational Reference Database for Crop Type Monitoring M. Schneider Marco Körner 21 1 0 10 Oct 2023
Location-aware Adaptive Normalization: A Deep Learning Approach For Wildfire Danger Forecasting Mohamad Hakam Shams Eddin R. Roscher Juergen Gall 24 11 0 16 Dec 2022
A systematic review of the use of Deep Learning in Satellite Imagery for Agriculture Brandon Victor Zhen He Aiden Nibali 24 9 0 03 Oct 2022
Learning crop type mapping from regional label proportions in large-scale SAR and optical imagery L. E. L. Rosa Dario Augusto Borges Oliveira Pedram Ghamisi 23 7 0 24 Aug 2022
Multimodal Crop Type Classification Fusing Multi-Spectral Satellite Time Series with Farmers Crop Rotations and Local Crop Distribution Valentin Barrière M. Claverie 21 4 0 23 Aug 2022
Satellite Image Time Series Analysis for Big Earth Observation Data R. Simões G. Câmara G. R. Queiroz F. Souza Pedro Ribeiro de Andrade Neto L. Santos Alexandre Carvalho K. Ferreira 27 68 0 24 Apr 2022
A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning Dimitrios Sykas Maria Sdraka Dimitrios Zografakis Ioannis Papoutsis 17 36 0 02 Apr 2022
AiTLAS: Artificial Intelligence Toolbox for Earth Observation I. Dimitrovski Ivan Kitanovski P. Panov Nikola Simidjievski D. Kocev 26 10 0 21 Jan 2022
Land Cover Classification from Remote Sensing Images Based on Multi-Scale Fully Convolutional Network Rui Li Shunyi Zheng Chenxi Duan Ce Zhang 13 97 0 01 Aug 2020
Spatial-Spectral Feature Extraction via Deep ConvLSTM Neural Networks for Hyperspectral Image Classification Wen-Shuai Hu Hengchao Li Lei Pan Wei Li R. Tao Q. Du 16 150 0 09 May 2019
Time-Space tradeoff in deep learning models for crop classification on satellite multi-spectral image time series Vivien Sainte Fare Garnot Loic Landrieu S. Giordano N. Chehata 11 51 0 29 Jan 2019
Convolutional LSTMs for Cloud-Robust Segmentation of Remote Sensing Imagery M. Rußwurm Marco Körner 12 37 0 28 Oct 2018
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 230 7,903 0 13 Jun 2015