Comparison of 2D and 3D convolutional neural networks in hyperspectral image analysis of fruits applied to orange bruise detection
Pourdarbani, Raziyeh, Sabzi, Sajad, Zohrabi, Reihaneh, García‐Mateos, Ginés, Fernandez‐Beltran, Ruben, Molina‐Martínez, José Miguel, Rohban, Mohammad H.
Published in Journal of food science (01.12.2023)
Published in Journal of food science (01.12.2023)
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Journal Article
Deep Pyramidal Residual Networks for Spectral-Spatial Hyperspectral Image Classification
Paoletti, Mercedes E., Haut, Juan Mario, Fernandez-Beltran, Ruben, Plaza, Javier, Plaza, Antonio J., Pla, Filiberto
Published in IEEE transactions on geoscience and remote sensing (01.02.2019)
Published in IEEE transactions on geoscience and remote sensing (01.02.2019)
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Journal Article
A New Deep Generative Network for Unsupervised Remote Sensing Single-Image Super-Resolution
Haut, Juan Mario, Fernandez-Beltran, Ruben, Paoletti, Mercedes E., Plaza, Javier, Plaza, Antonio, Pla, Filiberto
Published in IEEE transactions on geoscience and remote sensing (01.11.2018)
Published in IEEE transactions on geoscience and remote sensing (01.11.2018)
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Journal Article
Rice-Yield Prediction with Multi-Temporal Sentinel-2 Data and 3D CNN: A Case Study in Nepal
Fernandez-Beltran, Ruben, Baidar, Tina, Kang, Jian, Pla, Filiberto
Published in Remote sensing (Basel, Switzerland) (01.04.2021)
Published in Remote sensing (Basel, Switzerland) (01.04.2021)
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Journal Article
W-NetPan: Double-U network for inter-sensor self-supervised pan-sharpening
Fernandez-Beltran, Ruben, Fernandez, Rafael, Kang, Jian, Pla, Filiberto
Published in Neurocomputing (Amsterdam) (14.04.2023)
Published in Neurocomputing (Amsterdam) (14.04.2023)
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Journal Article
PiCoCo: Pixelwise Contrast and Consistency Learning for Semisupervised Building Footprint Segmentation
Kang, Jian, Wang, Zhirui, Zhu, Ruoxin, Sun, Xian, Fernandez-Beltran, Ruben, Plaza, Antonio
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2021)
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2021)
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Journal Article
CroMoDa: Unsupervised Oriented SAR Ship Detection via Cross-Modality Distribution Alignment
Chen, Xi, Wang, Zhirui, Wang, Wenhao, Xie, Xinyi, Kang, Jian, Fernandez-Beltran, Ruben
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2024)
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2024)
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Journal Article
A synthetic shadow dataset of agricultural settings
Huang, Mengchen, García-Mateos, Ginés, Fernandez-Beltran, Ruben
Published in Data in brief (01.06.2024)
Published in Data in brief (01.06.2024)
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Journal Article
Comparison of Classic Classifiers, Metaheuristic Algorithms and Convolutional Neural Networks in Hyperspectral Classification of Nitrogen Treatment in Tomato Leaves
Benmouna, Brahim, Pourdarbani, Raziyeh, Sabzi, Sajad, Fernandez-Beltran, Ruben, García-Mateos, Ginés, Molina-Martínez, José Miguel
Published in Remote sensing (Basel, Switzerland) (01.12.2022)
Published in Remote sensing (Basel, Switzerland) (01.12.2022)
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Journal Article
Simultaneous Color Restoration and Depth Estimation in Light Field Imaging
Li, Yongwei, Pla, Filiberto, Sjostrom, Marten, Fernandez-Beltran, Ruben
Published in IEEE access (2022)
Published in IEEE access (2022)
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Journal Article
Sentinel-3/FLEX Biophysical Product Confidence Using Sentinel-2 Land-Cover Spatial Distributions
Fernandez-Beltran, Ruben, Pla, Filiberto, Kang, Jian, Moreno, Jose, Plaza, Antonio
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2021)
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2021)
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Journal Article
Decoding the Partial Pretrained Networks for Sea-Ice Segmentation of 2021 Gaofen Challenge
Kang, Jian, Tong, Fengyu, Ding, Xiang, Li, Sijiang, Zhu, Ruoxin, Huang, Yan, Xu, Yusheng, Fernandez-Beltran, Ruben
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2022)
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2022)
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Journal Article