Urban land cover classification with missing data using deep convolutional neural networks

2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2017.8128164 ◽

2017 ◽

Author(s):

Michael Kampffmeyer ◽

Arnt-Borre Salberg ◽

Robert Jenssen

Keyword(s):

Neural Networks ◽

Missing Data ◽

Convolutional Neural Networks ◽

Land Cover Classification ◽

Deep Convolutional Neural Networks ◽

Urban Land Cover

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Urban Land Cover Classification With Missing Data Modalities Using Deep Convolutional Neural Networks

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2018.2834961 ◽

2018 ◽

Vol 11 (6) ◽

pp. 1758-1768 ◽

Author(s):

Michael Kampffmeyer ◽

Arnt-Borre Salberg ◽

Robert Jenssen

Keyword(s):

Neural Networks ◽

Missing Data ◽

Convolutional Neural Networks ◽

Land Cover Classification ◽

Deep Convolutional Neural Networks ◽

Urban Land Cover

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Fusing Multi-Seasonal Sentinel-2 Images with Residual Convolutional Neural Networks for Local Climate Zone-Derived Urban Land Cover Classification

IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2019.8898223 ◽

2019 ◽

Author(s):

Chunping Qiu ◽

Michael Schmitt ◽

Xiao Xiang Zhu

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Land Cover Classification ◽

Climate Zone ◽

Local Climate ◽

Urban Land Cover ◽

Local Climate Zone ◽

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Fusing Multiseasonal Sentinel-2 Imagery for Urban Land Cover Classification With Multibranch Residual Convolutional Neural Networks

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2019.2953497 ◽

2020 ◽

Vol 17 (10) ◽

pp. 1787-1791 ◽

Author(s):

Chunping Qiu ◽

Lichao Mou ◽

Michael Schmitt ◽

Xiao Xiang Zhu

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Land Cover Classification ◽

Urban Land Cover ◽

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Training Deep Convolutional Neural Networks for Land–Cover Classification of High-Resolution Imagery

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2017.2657778 ◽

2017 ◽

Vol 14 (4) ◽

pp. 549-553 ◽

Author(s):

Grant J. Scott ◽

Matthew R. England ◽

William A. Starms ◽

Richard A. Marcum ◽

Curt H. Davis

Keyword(s):

Neural Networks ◽

High Resolution ◽

Convolutional Neural Networks ◽

Land Cover Classification ◽

Deep Convolutional Neural Networks ◽

High Resolution Imagery

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Deep convolutional neural networks for land-cover classification with Sentinel-2 images

Journal of Applied Remote Sensing ◽

10.1117/1.jrs.13.024525 ◽

2019 ◽

Vol 13 (02) ◽

pp. 1 ◽

Author(s):

Eleni Kroupi ◽

Maria Kesa ◽

Victor Diego Navarro-Sánchez ◽

Salman Saeed ◽

Camille Pelloquin ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Land Cover Classification ◽

Deep Convolutional Neural Networks ◽

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Fusion of Deep Convolutional Neural Networks for Land Cover Classification of High-Resolution Imagery

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2017.2722988 ◽

2017 ◽

Vol 14 (9) ◽

pp. 1638-1642 ◽

Author(s):

Grant J. Scott ◽

Richard A. Marcum ◽

Curt H. Davis ◽

Tyler W. Nivin

Keyword(s):

Neural Networks ◽

High Resolution ◽

Convolutional Neural Networks ◽

Land Cover Classification ◽

Deep Convolutional Neural Networks ◽

High Resolution Imagery

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Land Cover Classification Using Deep Convolutional Neural Networks

Advances in Intelligent Systems and Computing - Intelligent Systems Design and Applications ◽

10.1007/978-3-030-71187-0_84 ◽

2021 ◽

pp. 911-920

Author(s):

Reham Gharbia ◽

Nour Eldeen M. Khalifa ◽

Aboul Ella Hassanien

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Land Cover Classification ◽

Deep Convolutional Neural Networks

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Land cover classification of GeoEye image based on Convolutional Neural Networks

2020 17th International Multi-Conference on Systems, Signals & Devices (SSD) ◽

10.1109/ssd49366.2020.9364254 ◽

2020 ◽

Author(s):

Radhia Chairet ◽

Yassine Ben Salem ◽

Mohamed Aoun

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Land Cover Classification

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Object-based urban land cover classification using rule inheritance over very high-resolution multisensor and multitemporal data

GIScience & Remote Sensing ◽

10.1080/15481603.2015.1122923 ◽

2015 ◽

Vol 53 (2) ◽

pp. 164-182 ◽

Author(s):

Ejaz Hussain ◽

Jie Shan

Keyword(s):

High Resolution ◽

Land Cover Classification ◽

Urban Land Cover ◽

Object Based ◽

Multitemporal Data ◽

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Urban land cover classification using airborne LiDAR data: A review

Remote Sensing of Environment ◽

10.1016/j.rse.2014.11.001 ◽

2015 ◽

Vol 158 ◽

pp. 295-310 ◽

Author(s):

Wai Yeung Yan ◽

Ahmed Shaker ◽

Nagwa El-Ashmawy

Keyword(s):

Land Cover Classification ◽

Airborne Lidar ◽

Urban Land Cover ◽

Airborne Lidar Data

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