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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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Evaluation of Different Machine Learning Methods and Deep-Learning Convolutional Neural Networks for Landslide Detection
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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2
A Generic Self-Supervised Learning (SSL) Framework for Representation Learning from Spectral–Spatial Features of Unlabeled Remote Sensing Imagery
A Generic Self-Supervised Learning (SSL) Framework for Representation Learning from Spectral–Spatial Features of Unlabeled Remote Sensing Imagery
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A Generic Self-Supervised Learning (SSL) Framework for Representation Learning from Spectral–Spatial Features of Unlabeled Remote Sensing Imagery

Zhang, Xin ; Han, Liangxiu

Remote sensing (Basel, Switzerland), 2023-11, Vol.15 (21), p.5238 [Periódico revisado por pares]

Basel: MDPI AG

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3
Review: Deep Learning on 3D Point Clouds
Review: Deep Learning on 3D Point Clouds
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Review: Deep Learning on 3D Point Clouds

Bello, Saifullahi Aminu ; Yu, Shangshu ; Wang, Cheng ; Adam, Jibril Muhmmad ; Li, Jonathan

Remote sensing (Basel, Switzerland), 2020-06, Vol.12 (11), p.1729 [Periódico revisado por pares]

MDPI AG

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4
Mapping Landslides on EO Data: Performance of Deep Learning Models vs. Traditional Machine Learning Models
Mapping Landslides on EO Data: Performance of Deep Learning Models vs. Traditional Machine Learning Models
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Mapping Landslides on EO Data: Performance of Deep Learning Models vs. Traditional Machine Learning Models

Prakash, Nikhil ; Manconi, Andrea ; Loew, Simon

Remote sensing (Basel, Switzerland), 2020-02, Vol.12 (3), p.346 [Periódico revisado por pares]

Basel: MDPI AG

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5
Land-Use Land-Cover Classification by Machine Learning Classifiers for Satellite Observations—A Review
Land-Use Land-Cover Classification by Machine Learning Classifiers for Satellite Observations—A Review
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Land-Use Land-Cover Classification by Machine Learning Classifiers for Satellite Observations—A Review

Talukdar, Swapan ; Singha, Pankaj ; Mahato, Susanta ; Shahfahad ; Pal, Swades ; Liou, Yuei-An ; Rahman, Atiqur

Remote sensing (Basel, Switzerland), 2020-04, Vol.12 (7), p.1135 [Periódico revisado por pares]

MDPI AG

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6
Comparing Deep Learning and Shallow Learning for Large-Scale Wetland Classification in Alberta, Canada
Comparing Deep Learning and Shallow Learning for Large-Scale Wetland Classification in Alberta, Canada
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Comparing Deep Learning and Shallow Learning for Large-Scale Wetland Classification in Alberta, Canada

DeLancey, Evan R. ; Simms, John F. ; Mahdianpari, Masoud ; Brisco, Brian ; Mahoney, Craig ; Kariyeva, Jahan

Remote sensing (Basel, Switzerland), 2020-01, Vol.12 (1), p.2 [Periódico revisado por pares]

Basel: MDPI AG

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7
Novel Machine Learning Method Integrating Ensemble Learning and Deep Learning for Mapping Debris-Covered Glaciers
Novel Machine Learning Method Integrating Ensemble Learning and Deep Learning for Mapping Debris-Covered Glaciers
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Novel Machine Learning Method Integrating Ensemble Learning and Deep Learning for Mapping Debris-Covered Glaciers

Lu, Yijie ; Zhang, Zhen ; Shangguan, Donghui ; Yang, Junhua

Remote sensing (Basel, Switzerland), 2021-07, Vol.13 (13), p.2595 [Periódico revisado por pares]

Basel: MDPI AG

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8
A Framework Integrating DeeplabV3+, Transfer Learning, Active Learning, and Incremental Learning for Mapping Building Footprints
A Framework Integrating DeeplabV3+, Transfer Learning, Active Learning, and Incremental Learning for Mapping Building Footprints
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A Framework Integrating DeeplabV3+, Transfer Learning, Active Learning, and Incremental Learning for Mapping Building Footprints

Li, Zhichao ; Dong, Jinwei

Remote sensing (Basel, Switzerland), 2022-10, Vol.14 (19), p.4738 [Periódico revisado por pares]

Basel: MDPI AG

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9
Deep Learning for SAR Image Despeckling
Deep Learning for SAR Image Despeckling
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Deep Learning for SAR Image Despeckling

Lattari, Francesco ; Gonzalez Leon, Borja ; Asaro, Francesco ; Rucci, Alessio ; Prati, Claudio ; Matteucci, Matteo

Remote sensing (Basel, Switzerland), 2019-07, Vol.11 (13), p.1532 [Periódico revisado por pares]

Basel: MDPI AG

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10
Deep Learning for Land Cover Change Detection
Deep Learning for Land Cover Change Detection
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Deep Learning for Land Cover Change Detection

Sefrin, Oliver ; Riese, Felix M. ; Keller, Sina

Remote sensing (Basel, Switzerland), 2021-01, Vol.13 (1), p.78 [Periódico revisado por pares]

Basel: MDPI AG

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