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Refinado por: Base de dados/Biblioteca: EZB Electronic Journals Library remover Nome da Publicação: Remote Sensing remover
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1
Meta-FSEO: A Meta-Learning Fast Adaptation with Self-Supervised Embedding Optimization for Few-Shot Remote Sensing Scene Classification
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Meta-FSEO: A Meta-Learning Fast Adaptation with Self-Supervised Embedding Optimization for Few-Shot Remote Sensing Scene Classification

Li, Yong ; Shao, Zhenfeng ; Huang, Xiao ; Cai, Bowen ; Peng, Song

Remote sensing (Basel, Switzerland), 2021-07, Vol.13 (14), p.2776 [Periódico revisado por pares]

Basel: MDPI AG

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Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection
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Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection

Ghorbanzadeh, Omid ; Blaschke, Thomas ; Gholamnia, Khalil ; Meena, Sansar ; Tiede, Dirk ; Aryal, Jagannath

Remote sensing (Basel, Switzerland), 2019-01, Vol.11 (2), p.196 [Periódico revisado por pares]

Basel: MDPI AG

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3
Self-Supervision and Self-Distillation with Multilayer Feature Contrast for Supervision Collapse in Few-Shot Remote Sensing Scene Classification
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Self-Supervision and Self-Distillation with Multilayer Feature Contrast for Supervision Collapse in Few-Shot Remote Sensing Scene Classification

Zhou, Haonan ; Du, Xiaoping ; Li, Sen

Remote sensing (Basel, Switzerland), 2022-07, Vol.14 (13), p.3111 [Periódico revisado por pares]

Basel: MDPI AG

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4
Dual Learning-Based Siamese Framework for Change Detection Using Bi-Temporal VHR Optical Remote Sensing Images
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Dual Learning-Based Siamese Framework for Change Detection Using Bi-Temporal VHR Optical Remote Sensing Images

Fang, Bo ; Pan, Li ; Kou, Rong

Remote sensing (Basel, Switzerland), 2019-06, Vol.11 (11), p.1292 [Periódico revisado por pares]

Basel: MDPI AG

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5
Improving the Spatial Prediction of Soil Organic Carbon Content in Two Contrasting Climatic Regions by Stacking Machine Learning Models and Rescanning Covariate Space
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Improving the Spatial Prediction of Soil Organic Carbon Content in Two Contrasting Climatic Regions by Stacking Machine Learning Models and Rescanning Covariate Space

Taghizadeh-Mehrjardi, Ruhollah ; Schmidt, Karsten ; Amirian-Chakan, Alireza ; Rentschler, Tobias ; Zeraatpisheh, Mojtaba ; Sarmadian, Fereydoon ; Valavi, Roozbeh ; Davatgar, Naser ; Behrens, Thorsten ; Scholten, Thomas

Remote sensing (Basel, Switzerland), 2020-04, Vol.12 (7), p.1095 [Periódico revisado por pares]

Basel: MDPI AG

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6
Deep Learning for Land Use and Land Cover Classification Based on Hyperspectral and Multispectral Earth Observation Data: A Review
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Deep Learning for Land Use and Land Cover Classification Based on Hyperspectral and Multispectral Earth Observation Data: A Review

Vali, Ava ; Comai, Sara ; Matteucci, Matteo

Remote sensing (Basel, Switzerland), 2020-08, Vol.12 (15), p.2495 [Periódico revisado por pares]

Basel: MDPI AG

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7
PM[sub.2.5] Estimation in Day/Night-Time from Himawari-8 Infrared Bands via a Deep Learning Neural Network
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PM[sub.2.5] Estimation in Day/Night-Time from Himawari-8 Infrared Bands via a Deep Learning Neural Network

Wang, Junwei ; Gao, Kun ; Hu, Xiuqing ; Zhang, Xiaodian ; Wang, Hong ; Hu, Zibo ; Yang, Zhijia ; Zhang, Peng

Remote sensing (Basel, Switzerland), 2023-10, Vol.15 (20) [Periódico revisado por pares]

MDPI AG

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8
Few-Shot Classification of Aerial Scene Images via Meta-Learning
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Few-Shot Classification of Aerial Scene Images via Meta-Learning

Zhang, Pei ; Bai, Yunpeng ; Wang, Dong ; Bai, Bendu ; Li, Ying

Remote sensing (Basel, Switzerland), 2021-01, Vol.13 (1), p.108 [Periódico revisado por pares]

Basel: MDPI AG

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9
A Review of Deep Learning in Multiscale Agricultural Sensing
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A Review of Deep Learning in Multiscale Agricultural Sensing

Wang, Dashuai ; Cao, Wujing ; Zhang, Fan ; Li, Zhuolin ; Xu, Sheng ; Wu, Xinyu

Remote sensing (Basel, Switzerland), 2022-02, Vol.14 (3), p.559 [Periódico revisado por pares]

Basel: MDPI AG

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10
How Important Is Satellite-Retrieved Aerosol Optical Depth in Deriving Surface PM[sub.2.5] Using Machine Learning?
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How Important Is Satellite-Retrieved Aerosol Optical Depth in Deriving Surface PM[sub.2.5] Using Machine Learning?

Tian, Zhongyan ; Wei, Jing ; Li, Zhanqing

Remote sensing (Basel, Switzerland), 2023-07, Vol.15 (15) [Periódico revisado por pares]

MDPI AG

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