(Semi-) Supervised Probabilistic Principal Component Analysis for Hyperspectral Remote Sensing Image Classification

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ◽

10.1109/jstars.2013.2279693 ◽

2014 ◽

Vol 7 (6) ◽

pp. 2224-2236 ◽

Author(s):

Junshi Xia ◽

Jocelyn Chanussot ◽

Peijun Du ◽

Xiyan He

Keyword(s):

Remote Sensing ◽

Principal Component Analysis ◽

Image Classification ◽

Principal Component ◽

Remote Sensing Image ◽

Component Analysis ◽

Hyperspectral Remote Sensing ◽

Remote Sensing Image Classification ◽

Probabilistic Principal Component Analysis ◽

Hyperspectral Remote Sensing Image

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Superpixel-based principal component analysis for high resolution remote sensing image classification

Multimedia Tools and Applications ◽

10.1007/s11042-019-08224-6 ◽

2019 ◽

Vol 78 (23) ◽

pp. 34173-34191 ◽

Author(s):

Tengfei Su

Keyword(s):

Remote Sensing ◽

Principal Component Analysis ◽

High Resolution ◽

Image Classification ◽

Principal Component ◽

Remote Sensing Image ◽

Component Analysis ◽

Remote Sensing Image Classification

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Ensemble of transfer component analysis for domain adaptation in hyperspectral remote sensing image classification

2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2017.8128066 ◽

2017 ◽

Author(s):

Junshi Xia ◽

Naoto Yokoya ◽

Akira Iwasaki

Keyword(s):

Remote Sensing ◽

Image Classification ◽

Domain Adaptation ◽

Remote Sensing Image ◽

Component Analysis ◽

Hyperspectral Remote Sensing ◽

Remote Sensing Image Classification ◽

Hyperspectral Remote Sensing Image

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Stack Attention-Pruning Aggregates Multiscale Graph Convolution Networks for Hyperspectral Remote Sensing Image Classification

IEEE Access ◽

10.1109/access.2021.3061489 ◽

2021 ◽

Vol 9 ◽

pp. 44974-44988

Author(s):

Na Liu ◽

Bin Zhang ◽

Qiuhuan Ma ◽

Qingqing Zhu ◽

Xiaoling Liu

Keyword(s):

Remote Sensing ◽

Image Classification ◽

Remote Sensing Image ◽

Hyperspectral Remote Sensing ◽

Remote Sensing Image Classification ◽

Hyperspectral Remote Sensing Image

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On Combining Multiple Features for Hyperspectral Remote Sensing Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2011.2162339 ◽

2012 ◽

Vol 50 (3) ◽

pp. 879-893 ◽

Author(s):

Lefei Zhang ◽

Liangpei Zhang ◽

Dacheng Tao ◽

Xin Huang

Keyword(s):

Remote Sensing ◽

Image Classification ◽

Remote Sensing Image ◽

Hyperspectral Remote Sensing ◽

Multiple Features ◽

Remote Sensing Image Classification ◽

Hyperspectral Remote Sensing Image

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Hyperspectral remote sensing image classification based on decision level fusion

Chinese Optics Letters ◽

10.3788/col201109.031002 ◽

2011 ◽

Vol 9 (3) ◽

pp. 031002-31005 ◽

Author(s):

杜培军 Peijun Du ◽

张伟 Wei Zhang ◽

夏俊士 Junshi Xia

Keyword(s):

Remote Sensing ◽

Image Classification ◽

Remote Sensing Image ◽

Hyperspectral Remote Sensing ◽

Decision Level ◽

Remote Sensing Image Classification ◽

Decision Level Fusion ◽

Hyperspectral Remote Sensing Image ◽

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GMM Supervectors for Limited Training Data in Hyperspectral Remote Sensing Image Classification

Computer Analysis of Images and Patterns - Lecture Notes in Computer Science ◽

10.1007/978-3-319-64698-5_25 ◽

2017 ◽

pp. 296-306 ◽

Author(s):

AmirAbbas Davari ◽

Vincent Christlein ◽

Sulaiman Vesal ◽

Andreas Maier ◽

Christian Riess

Keyword(s):

Remote Sensing ◽

Image Classification ◽

Remote Sensing Image ◽

Hyperspectral Remote Sensing ◽

Training Data ◽

Remote Sensing Image Classification ◽

Hyperspectral Remote Sensing Image

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Hyperspectral Remote Sensing Image Classification Algorithm Based on Nonlocal Mode Feature Fusion

Laser & Optoelectronics Progress ◽

10.3788/lop57.061017 ◽

2020 ◽

Vol 57 (6) ◽

pp. 061017

Author(s):

刘洪超 Liu Hongchao ◽

董安国 Dong Anguo

Keyword(s):

Remote Sensing ◽

Image Classification ◽

Feature Fusion ◽

Remote Sensing Image ◽

Classification Algorithm ◽

Hyperspectral Remote Sensing ◽

Remote Sensing Image Classification ◽

Hyperspectral Remote Sensing Image

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Analysis of various optimizers on deep convolutional neural network model in the application of hyperspectral remote sensing image classification

International Journal of Remote Sensing ◽

10.1080/01431161.2019.1694725 ◽

2019 ◽

Vol 41 (7) ◽

pp. 2664-2683 ◽

Author(s):

Somenath Bera ◽

Vimal K. Shrivastava

Keyword(s):

Neural Network ◽

Remote Sensing ◽

Convolutional Neural Network ◽

Image Classification ◽

Network Model ◽

Neural Network Model ◽

Remote Sensing Image ◽

Hyperspectral Remote Sensing ◽

Remote Sensing Image Classification ◽

Hyperspectral Remote Sensing Image

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Wavelet SVM in Reproducing Kernel Hilbert Space for hyperspectral remote sensing image classification

Optics Communications ◽

10.1016/j.optcom.2010.08.009 ◽

2010 ◽

Vol 283 (24) ◽

pp. 4978-4984 ◽

Author(s):

Peijun Du ◽

Kun Tan ◽

Xiaoshi Xing

Keyword(s):

Remote Sensing ◽

Hilbert Space ◽

Image Classification ◽

Reproducing Kernel ◽

Reproducing Kernel Hilbert Space ◽

Remote Sensing Image ◽

Hyperspectral Remote Sensing ◽

Remote Sensing Image Classification ◽

Hyperspectral Remote Sensing Image

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Multiple Classifier Combination for Hyperspectral Remote Sensing Image Classification

Multiple Classifier Systems - Lecture Notes in Computer Science ◽

10.1007/978-3-642-02326-2_6 ◽

2009 ◽

pp. 52-61 ◽

Author(s):

Peijun Du ◽

Wei Zhang ◽

Hao Sun

Keyword(s):

Remote Sensing ◽

Image Classification ◽

Remote Sensing Image ◽

Hyperspectral Remote Sensing ◽

Classifier Combination ◽

Remote Sensing Image Classification ◽

Multiple Classifier ◽

Hyperspectral Remote Sensing Image

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