Improvement in Land Cover and Crop Classification based on Temporal
Features Learning from Sentinel-2 Data Using Recurrent-Convolutional Neural
Network (R-CNN)

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Improvement in Land Cover and Crop Classification based on Temporal Features Learning from Sentinel-2 Data Using Recurrent-Convolutional Neural Network (R-CNN)

27 April 2020

Vittorio Mazzia

Marcello Chiaberge

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Papers citing "Improvement in Land Cover and Crop Classification based on Temporal Features Learning from Sentinel-2 Data Using Recurrent-Convolutional Neural Network (R-CNN)"

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Title
SepHRNet: Generating High-Resolution Crop Maps from Remote Sensing imagery using HRNet with Separable Convolution Priyanka Goyal Sohan Patnaik Adway Mitra Manjira Sinha 20 1 0 11 Jul 2023
The Canadian Cropland Dataset: A New Land Cover Dataset for Multitemporal Deep Learning Classification in Agriculture Amanda A. Boatswain Jacques Abdoulaye Baniré Diallo Etienne Lord 104 2 0 31 May 2023
Mapping smallholder cashew plantations to inform sustainable tree crop expansion in Benin Leikun Yin Rahul Ghosh Chenxi Lin David Hale Christoph Weigl ... Jessica Till X. Jia Troy Mao Vipin Kumar Zhenong Jin 96 32 0 01 Jan 2023
A systematic review of the use of Deep Learning in Satellite Imagery for Agriculture Brandon Victor Zhen He Aiden Nibali 232 13 0 03 Oct 2022
Self-supervised learning -- A way to minimize time and effort for precision agriculture? Michael Marszalek Bertrand Le Saux P. Mathieu A. Nowakowski Daniel Springer 106 8 0 05 Apr 2022
Deep Semantic Segmentation at the Edge for Autonomous Navigation in Vineyard Rows Diego Aghi Simone Cerrato Vittorio Mazzia Marcello Chiaberge 77 31 0 01 Jul 2021
Attention-augmented Spatio-Temporal Segmentation for Land Cover Mapping Rahul Ghosh Praveen Ravirathinam X. Jia Chenxi Lin Zhenong Jin Vipin Kumar AI4TS 109 13 0 02 May 2021
Domain-Adversarial Training of Self-Attention Based Networks for Land Cover Classification using Multi-temporal Sentinel-2 Satellite Imagery Mauro Martini Vittorio Mazzia Aleem Khaliq Marcello Chiaberge 152 42 0 01 Apr 2021
Spatio-temporal Crop Classification On Volumetric Data M. Qadeer Salar Saeed M. Taj Abubakr Muhammad 23 3 0 18 Mar 2021
Indoor Point-to-Point Navigation with Deep Reinforcement Learning and Ultra-wideband Enrico Sutera Vittorio Mazzia Francesco Salvetti Giovanni Fantin Marcello Chiaberge 73 7 0 18 Nov 2020
Local Motion Planner for Autonomous Navigation in Vineyards with a RGB-D Camera-Based Algorithm and Deep Learning Synergy Diego Aghi Vittorio Mazzia Marcello Chiaberge 75 55 0 26 May 2020