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International Geoscience and Remote Sensing Symposium

In 2021 a joint initiative of Belgium and The Netherlands

TH3.O-12.3

SHARPENING THE 20 M BANDS OF SENTINEL-2 IMAGE USING AN UNSUPERVISED CONVOLUTIONAL NEURAL NETWORK

Han Van Nguyen, Magnús Örn Ulfarsson, Jóhannes Rúnar Sveinsson, University of Iceland, Iceland
Session:
Super-resolution
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Presentation Time:
Thu, 15 Jul, 12:55-13:10 (UTC)
Thu, 15 Jul, 14:55-15:10 Central Europe Summer Time (UTC +2)
Thu, 15 Jul, 20:55-21:10 China Standard Time (UTC +8)
Thu, 15 Jul, 08:55-09:10 Eastern Daylight Time (UTC -4)
Session Co-Chairs:
Gemine Vivone, National Research Council - Institute of Methodologies for Environmental Analysis (CNR - IMAA) and Andrea Garzelli, Università di Siena
Session Manager:
Laurens Diels
Presentation
Discussion
Resources
Session TH3.O-12
TH3.O-12.1: SENTINEL-3 IMAGE SUPER-RESOLUTION USING DATA FUSION AND CONVOLUTIONAL NEURAL NETWORKS
Rafael Fernandez, Ruben Fernandez-Beltran, Filiberto Pla, University Jaume I, Spain
TH3.O-12.2: Tuning Parameter Selection for Sentinel-2 sharpening using Wald's protocol
Sveinn Eirikur Armannsson, Jakob Sigurdsson, Jóhannes Rúnar Sveinsson, Magnús Örn Ulfarsson, University of Iceland, Iceland
TH3.O-12.3: SHARPENING THE 20 M BANDS OF SENTINEL-2 IMAGE USING AN UNSUPERVISED CONVOLUTIONAL NEURAL NETWORK
Han Van Nguyen, Magnús Örn Ulfarsson, Jóhannes Rúnar Sveinsson, University of Iceland, Iceland
TH3.O-12.4: BLIND SUPER-RESOLUTION ON REMOTE SENSING IMAGES WITH BLUR KERNEL PREDICTION
Runmin Dong, Lixian Zhang, Haohuan Fu, Tsinghua University, China
TH3.O-12.5: Self-Attention Fusion Module for Single Remote Sensing Image Super-Resolution
Han Mei, Haopeng Zhang, Zhiguo Jiang, Beihang University, China
TH3.O-12.6: RESOLUTION ENHANCEMENT OF UNSUPERVISED CLASSIFICATION MAPS THROUGH DATA FUSION OF SPECTRAL AND VISIBLE IMAGES FROM DIFFERENT SENSING INSTRUMENTS
Fadi Kizel, Technion-Israel Institute of Technology, Israel

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