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

Mapping Intimacies ◽

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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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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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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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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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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Improved Visual Vocabularies for Scene Classification of High Resolution Remote Sensing Imagery in Urban Areas

2019 Joint Urban Remote Sensing Event (JURSE) ◽

10.1109/jurse.2019.8808962 ◽

2019 ◽

Author(s):

Lijun Zhao ◽

Ping Tang

Keyword(s):

Remote Sensing ◽

High Resolution ◽

Urban Areas ◽

Scene Classification ◽

Remote Sensing Imagery

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Mining Deep Semantic Representations for Scene Classification of High-Resolution Remote Sensing Imagery

IEEE Transactions on Big Data ◽

10.1109/tbdata.2019.2916880 ◽

2020 ◽

Vol 6 (3) ◽

pp. 522-536 ◽

Author(s):

Fan Hu ◽

Gui-Song Xia ◽

Wen Yang ◽

Liangpei Zhang

Keyword(s):

Remote Sensing ◽

High Resolution ◽

Semantic Representations ◽

Scene Classification ◽

Remote Sensing Imagery

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Feature Sparsity in Convolutional Neural Networks for Scene Classification of Remote Sensing Image

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

10.1109/igarss.2019.8898875 ◽

2019 ◽

Author(s):

Wei Huang ◽

Qi Wang ◽

Xuelong Li

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Convolutional Neural Networks ◽

Remote Sensing Image ◽

Scene Classification

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Fusion High-and-Low-Level Features via Ridgelet and Convolutional Neural Networks for Very High-Resolution Remote Sensing Imagery Classification

IEEE Access ◽

10.1109/access.2019.2936295 ◽

2019 ◽

Vol 7 ◽

pp. 118472-118483

Author(s):

Zhifeng Zheng ◽

Jiannong Cao

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

High Resolution ◽

Convolutional Neural Networks ◽

Remote Sensing Imagery ◽

Low Level ◽

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