Object Recognition for Remote Sensing Images from UAVs via Convolutional Neural Networks

Journal of Vibration Testing and System Dynamics ◽

10.5890/jvtsd.2021.12.002 ◽

2021 ◽

Vol 5 (4) ◽

pp. 337-343

Author(s):

Jiefu Li ◽

Xi Liu ◽

Mingtao Liu ◽

Lijia Cao

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Object Recognition ◽

Convolutional Neural Networks ◽

Remote Sensing Images

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Learning Rotation-Invariant Convolutional Neural Networks for Object Detection in VHR Optical Remote Sensing Images

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2016.2601622 ◽

2016 ◽

Vol 54 (12) ◽

pp. 7405-7415 ◽

Author(s):

Gong Cheng ◽

Peicheng Zhou ◽

Junwei Han

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Object Detection ◽

Convolutional Neural Networks ◽

Optical Remote Sensing ◽

Remote Sensing Images ◽

Rotation Invariant

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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 Cloud Detection Algorithm for Remote Sensing Images Using Fully Convolutional Neural Networks

2018 IEEE 20th International Workshop on Multimedia Signal Processing (MMSP) ◽

10.1109/mmsp.2018.8547095 ◽

2018 ◽

Author(s):

Sorour Mohajerani ◽

Thomas A. Krammer ◽

Parvaneh Saeedi

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Convolutional Neural Networks ◽

Detection Algorithm ◽

Cloud Detection ◽

Remote Sensing Images ◽

Fully Convolutional Neural Networks

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Object Detectionin of Remote Sensing Images Based on Convolutional Neural Networks

Laser & Optoelectronics Progress ◽

10.3788/lop56.051002 ◽

2019 ◽

Vol 56 (5) ◽

pp. 051002

Author(s):

欧攀 Ou Pan ◽

张正 Zhang Zheng ◽

路奎 Lu Kui ◽

刘泽阳 Liu Zeyang

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Convolutional Neural Networks ◽

Remote Sensing Images

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Vehicle detection in remote sensing images using denoizing-based convolutional neural networks

Remote Sensing Letters ◽

10.1080/2150704x.2016.1258127 ◽

2016 ◽

Vol 8 (3) ◽

pp. 262-270 ◽

Author(s):

Hao Li ◽

Kun Fu ◽

Menglong Yan ◽

Xian Sun ◽

Hao Sun ◽

...

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Convolutional Neural Networks ◽

Vehicle Detection ◽

Remote Sensing Images

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Geospatial Object Detection In Remote Sensing Images Based On Multi-Scale Convolutional Neural Networks

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

10.1109/igarss.2019.8897851 ◽

2019 ◽

Author(s):

Qunli Yao ◽

Xian Hu ◽

Hong Lei

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Object Detection ◽

Convolutional Neural Networks ◽

Remote Sensing Images ◽

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Object Detection in Optical Remote Sensing Images Based on Transfer Learning Convolutional Neural Networks

2018 5th IEEE International Conference on Cloud Computing and Intelligence Systems (CCIS) ◽

10.1109/ccis.2018.8691238 ◽

2018 ◽

Author(s):

Zhenguo Yan ◽

Xin Song ◽

Hanyang Zhong ◽

Xiaozhou Zhu

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Object Detection ◽

Transfer Learning ◽

Convolutional Neural Networks ◽

Optical Remote Sensing ◽

Remote Sensing Images

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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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A multi-model ensemble method based on convolutional neural networks for aircraft detection in large remote sensing images

Remote Sensing Letters ◽

10.1080/2150704x.2017.1378452 ◽

2017 ◽

Vol 9 (1) ◽

pp. 11-20 ◽

Author(s):

Yuhang Zhang ◽

Kun Fu ◽

Hao Sun ◽

Xian Sun ◽

XinWei Zheng ◽

...

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Convolutional Neural Networks ◽

Ensemble Method ◽

Model Ensemble ◽

Remote Sensing Images ◽

Aircraft Detection

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Modeling Habitat Suitability of Migratory Birds from Remote Sensing Images Using Convolutional Neural Networks

Animals ◽

10.3390/ani8050066 ◽

2018 ◽

Vol 8 (5) ◽

pp. 66 ◽

Author(s):

Jin-He Su ◽

Ying-Chao Piao ◽

Ze Luo ◽

Bao-Ping Yan

Keyword(s):

Remote Sensing ◽

Neural Networks ◽

Convolutional Neural Networks ◽

Habitat Suitability ◽

Migratory Birds ◽

Remote Sensing Images

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