Transferring Deep Convolutional Neural Networks for the Scene Classification of High-Resolution Remote Sensing Imagery

Remote Sensing ◽

10.3390/rs71114680 ◽

2015 ◽

Vol 7 (11) ◽

pp. 14680-14707 ◽

Author(s):

Fan Hu ◽

Gui-Song Xia ◽

Jingwen Hu ◽

Liangpei Zhang

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

High Resolution ◽

Convolutional Neural Networks ◽

Scene Classification ◽

Deep Convolutional Neural Networks ◽

Remote Sensing Imagery

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Using Convolutional Neural Networks for Scene Classification of Plastic-Mulched Landcover from High-resolution Remote Sensing Imagery

10.1109/agro-geoinformatics50104.2021.9530345 ◽

2021 ◽

Author(s):

Xingqi Peng ◽

Lizhen Lu

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

High Resolution ◽

Convolutional Neural Networks ◽

Scene Classification ◽

Remote Sensing Imagery

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Scene classification of high resolution remote sensing images using convolutional neural networks

2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2016.7729193 ◽

2016 ◽

Author(s):

Gong Cheng ◽

Chengcheng Ma ◽

Peicheng Zhou ◽

Xiwen Yao ◽

Junwei Han

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

High Resolution ◽

Convolutional Neural Networks ◽

Scene Classification ◽

Remote Sensing Images

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Extending Deep Convolutional Neural Networks from 3-Color to Full Multispectral Remote Sensing Imagery

2020 IEEE International Conference on Big Data (Big Data) ◽

10.1109/bigdata50022.2020.9378086 ◽

2020 ◽

Author(s):

Trevor M. Bajkowski ◽

Grant J. Scott ◽

J. Alex Hurt ◽

Curt H. Davis

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Convolutional Neural Networks ◽

Deep Convolutional Neural Networks ◽

Remote Sensing Imagery ◽

Multispectral Remote Sensing

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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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Urban Area Detection in Very High Resolution Remote Sensing Images Using Deep Convolutional Neural Networks

Sensors ◽

10.3390/s18030904 ◽

2018 ◽

Vol 18 (3) ◽

pp. 904 ◽

Author(s):

Tian Tian ◽

Chang Li ◽

Jinkang Xu ◽

Jiayi Ma

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

High Resolution ◽

Convolutional Neural Networks ◽

Remote Sensing Images ◽

Deep Convolutional Neural Networks ◽

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A comparative study of sampling analysis in scene classification of high-resolution remote sensing imagery

2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2015.7326290 ◽

2015 ◽

Author(s):

Jingwen Hu ◽

Gui-Song Xia ◽

Fan Hu ◽

Hong Sun ◽

Liangpei Zhang

Keyword(s):

Remote Sensing ◽

High Resolution ◽

Comparative Study ◽

Scene Classification ◽

Remote Sensing Imagery

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Multilevel Cloud Detection for High-Resolution Remote Sensing Imagery Using Multiple Convolutional Neural Networks

ISPRS International Journal of Geo-Information ◽

10.3390/ijgi7050181 ◽

2018 ◽

Vol 7 (5) ◽

pp. 181 ◽

Author(s):

Yang Chen ◽

Rongshuang Fan ◽

Muhammad Bilal ◽

Xiucheng Yang ◽

Jingxue Wang ◽

...

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

High Resolution ◽

Convolutional Neural Networks ◽

Cloud Detection ◽

Remote Sensing Imagery

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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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Fast Binary Coding for the Scene Classification of High-Resolution Remote Sensing Imagery

Remote Sensing ◽

10.3390/rs8070555 ◽

2016 ◽

Vol 8 (7) ◽

pp. 555 ◽

Author(s):

Fan Hu ◽

Gui-Song Xia ◽

Jingwen Hu ◽

Yanfei Zhong ◽

Kan Xu

Keyword(s):

Remote Sensing ◽

High Resolution ◽

Scene Classification ◽

Remote Sensing Imagery ◽

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DropBand: A Simple and Effective Method for Promoting the Scene Classification Accuracy of Convolutional Neural Networks for VHR Remote Sensing Imagery

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2017.2785261 ◽

2018 ◽

Vol 15 (2) ◽

pp. 257-261 ◽

Author(s):

Naisen Yang ◽

Hong Tang ◽

Hongquan Sun ◽

Xin Yang

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Convolutional Neural Networks ◽

Classification Accuracy ◽

Scene Classification ◽

Remote Sensing Imagery

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