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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Region-based convolutional neural networks for object detection in very high resolution remote sensing images

2016 12th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD) ◽

10.1109/fskd.2016.7603232 ◽

2016 ◽

Author(s):

YuShe Cao ◽

Xin Niu ◽

Yong Dou

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

High Resolution ◽

Object Detection ◽

Convolutional Neural Networks ◽

Remote Sensing Images ◽

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An object-based supervised classification framework for very-high-resolution remote sensing images using convolutional neural networks

Remote Sensing Letters ◽

10.1080/2150704x.2017.1422873 ◽

2018 ◽

Vol 9 (4) ◽

pp. 373-382 ◽

Author(s):

Xiaodong Zhang ◽

Qing Wang ◽

Guanzhou Chen ◽

Fan Dai ◽

Kun Zhu ◽

...

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

High Resolution ◽

Convolutional Neural Networks ◽

Supervised Classification ◽

Remote Sensing Images ◽

Classification Framework ◽

Object Based ◽

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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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Semantic Segmentation of Small Objects and Modeling of Uncertainty in Urban Remote Sensing Images Using Deep Convolutional Neural Networks

2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) ◽

10.1109/cvprw.2016.90 ◽

2016 ◽

Author(s):

Michael Kampffmeyer ◽

Arnt-Borre Salberg ◽

Robert Jenssen

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Convolutional Neural Networks ◽

Semantic Segmentation ◽

Remote Sensing Images ◽

Deep Convolutional Neural Networks ◽

Urban Remote Sensing

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Very High Resolution Images Classification by Fusing Deep Convolutional Neural Networks

The 5th International Conference on Advanced Computer Science Applications and Technologies (ACSAT 2017) ◽

10.23977/acsat.2017.1022 ◽

2017 ◽

Keyword(s):

Neural Networks ◽

High Resolution ◽

Convolutional Neural Networks ◽

Deep Convolutional Neural Networks ◽

High Resolution Images ◽

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Deep convolutional neural networks for airport detection in remote sensing images

2018 26th Signal Processing and Communications Applications Conference (SIU) ◽

10.1109/siu.2018.8404195 ◽

2018 ◽

Author(s):

Umit Budak ◽

Abdulkadir Sengur ◽

Ugur Halici

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Convolutional Neural Networks ◽

Remote Sensing Images ◽

Deep Convolutional Neural Networks ◽

Airport Detection

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Ship detection in optical remote sensing images based on deep convolutional neural networks

Journal of Applied Remote Sensing ◽

10.1117/1.jrs.11.042611 ◽

2017 ◽

Vol 11 (04) ◽

pp. 1 ◽

Author(s):

Yuan Yao ◽

Zhiguo Jiang ◽

Haopeng Zhang ◽

Danpei Zhao ◽

Bowen Cai

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Convolutional Neural Networks ◽

Optical Remote Sensing ◽

Remote Sensing Images ◽

Deep Convolutional Neural Networks ◽

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Remote Sensing Images Recognition by Deep Convolutional Neural Networks

2018 3rd International Conference on Robotics and Automation Engineering (ICRAE) ◽

10.1109/icrae.2018.8586678 ◽

2018 ◽

Author(s):

Tao Zhou ◽

Yuanyuan Chen

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Convolutional Neural Networks ◽

Remote Sensing Images ◽

Deep Convolutional Neural Networks ◽

Images Recognition

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Evaluation of Different Approaches of Convolutional Neural Networks for Land Use and Land Cover Classification Based on High Resolution Remote Sensing Images

2019 IEEE International Conference on Signal, Information and Data Processing (ICSIDP) ◽

10.1109/icsidp47821.2019.9173451 ◽

2019 ◽

Author(s):

Jianwei Ma ◽

Yayong Sun ◽

Guohui Deng ◽

Shifeng Huang ◽

Yiting Tao ◽

...

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Land Use ◽

High Resolution ◽

Convolutional Neural Networks ◽

Land Cover Classification ◽

Remote Sensing Images

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Very high resolution images classification by fine tuning deep convolutional neural networks

10.1117/12.2244339 ◽

2016 ◽

Author(s):

M. Iftene ◽

Q. Liu ◽

Y. Wang

Keyword(s):

Neural Networks ◽

High Resolution ◽

Convolutional Neural Networks ◽

Fine Tuning ◽

Deep Convolutional Neural Networks ◽

High Resolution Images ◽

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