Hyperspectral Image Classification Using Convolutional Neural Networks and Multiple Feature Learning

Remote Sensing ◽

10.3390/rs10020299 ◽

2018 ◽

Vol 10 (2) ◽

pp. 299 ◽

Author(s):

Qishuo Gao ◽

Samsung Lim ◽

Xiuping Jia

Keyword(s):

Neural Networks ◽

Image Classification ◽

Convolutional Neural Networks ◽

Hyperspectral Image ◽

Feature Learning ◽

Hyperspectral Image Classification ◽

Multiple Feature

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Hyperspectral image classification by optimizing convolutional neural networks based on information theory and 3D-Gabor filters

International Journal of Remote Sensing ◽

10.1080/01431161.2021.1892854 ◽

2021 ◽

Vol 42 (11) ◽

pp. 4380-4410

Author(s):

Mohammad Ghassemi ◽

Hassan Ghassemian ◽

Maryam Imani

Keyword(s):

Neural Networks ◽

Information Theory ◽

Image Classification ◽

Convolutional Neural Networks ◽

Hyperspectral Image ◽

Gabor Filters ◽

Hyperspectral Image Classification

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Deformable Convolutional Neural Networks for Hyperspectral Image Classification

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2018.2830403 ◽

2018 ◽

Vol 15 (8) ◽

pp. 1254-1258 ◽

Author(s):

Jian Zhu ◽

Leyuan Fang ◽

Pedram Ghamisi

Keyword(s):

Neural Networks ◽

Image Classification ◽

Convolutional Neural Networks ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

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3D Convolutional Neural Networks with Image Fusion for Hyperspectral Image Classification

Advances in Intelligent Systems and Computing - The 10th International Conference on Computer Engineering and Networks ◽

10.1007/978-981-15-8462-6_47 ◽

2020 ◽

pp. 419-428

Author(s):

Cheng Shi ◽

Jie Zhang ◽

Zhenzhen You ◽

Zhiyong Lv

Keyword(s):

Neural Networks ◽

Image Fusion ◽

Image Classification ◽

Convolutional Neural Networks ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

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Group Convolutional Neural Networks for Hyperspectral Image Classification

2019 IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip.2019.8803839 ◽

2019 ◽

Author(s):

Xian Li ◽

Mingli Ding ◽

Aleksandra Pizurica

Keyword(s):

Neural Networks ◽

Image Classification ◽

Convolutional Neural Networks ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

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Multiple Feature Learning for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2014.2345739 ◽

2015 ◽

Vol 53 (3) ◽

pp. 1592-1606 ◽

Author(s):

Jun Li ◽

Xin Huang ◽

Paolo Gamba ◽

Jose M. Bioucas Bioucas-Dias ◽

Liangpei Zhang ◽

...

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Feature Learning ◽

Hyperspectral Image Classification ◽

Multiple Feature

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Hyperspectral image classification on insufficient-sample and feature learning using deep neural networks: A review

International Journal of Applied Earth Observation and Geoinformation ◽

10.1016/j.jag.2021.102603 ◽

2021 ◽

Vol 105 ◽

pp. 102603

Author(s):

Naftaly Wambugu ◽

Yiping Chen ◽

Zhenlong Xiao ◽

Kun Tan ◽

Mingqiang Wei ◽

...

Keyword(s):

Neural Networks ◽

Image Classification ◽

Deep Neural Networks ◽

Hyperspectral Image ◽

Feature Learning ◽

Hyperspectral Image Classification

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Combining t-Distributed Stochastic Neighbor Embedding With Convolutional Neural Networks for Hyperspectral Image Classification

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2019.2945122 ◽

2020 ◽

Vol 17 (8) ◽

pp. 1368-1372 ◽

Author(s):

Lianru Gao ◽

Daixin Gu ◽

Lina Zhuang ◽

Jinchang Ren ◽

Dong Yang ◽

...

Keyword(s):

Neural Networks ◽

Image Classification ◽

Convolutional Neural Networks ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

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Analysis of Hyperspectral Image Classification Technology and Application Based on Convolutional Neural Networks

10.1109/cei52496.2021.9574493 ◽

2021 ◽

Author(s):

Jiangchao Zeng ◽

Wei Hu ◽

Fenghua Huang

Keyword(s):

Neural Networks ◽

Image Classification ◽

Convolutional Neural Networks ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

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Improved Convolutional Neural Networks for Hyperspectral Image Classification

Advances in Intelligent Systems and Computing - Recent Developments in Machine Learning and Data Analytics ◽

10.1007/978-981-13-1280-9_37 ◽

2018 ◽

pp. 397-410

Author(s):

Shashanka Kalita ◽

Mantosh Biswas

Keyword(s):

Neural Networks ◽

Image Classification ◽

Convolutional Neural Networks ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

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Convolutional neural networks for hyperspectral image classification

Neurocomputing ◽

10.1016/j.neucom.2016.09.010 ◽

2017 ◽

Vol 219 ◽

pp. 88-98 ◽

Author(s):

Shiqi Yu ◽

Sen Jia ◽

Chunyan Xu

Keyword(s):

Neural Networks ◽

Image Classification ◽

Convolutional Neural Networks ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

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