Class-Oriented Spectral Partitioning for Remotely Sensed Hyperspectral Image Classification

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

10.1109/jstars.2016.2588980 ◽

2017 ◽

Vol 10 (2) ◽

pp. 691-711 ◽

Author(s):

Yi Liu ◽

Jun Li ◽

Peijun Du ◽

Antonio Plaza ◽

Xiuping Jia ◽

...

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Remotely Sensed ◽

Hyperspectral Image Classification ◽

Spectral Partitioning

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A multiple criteria-based spectral partitioning method for remotely sensed hyperspectral image classification

10.1117/12.2241299 ◽

2016 ◽

Author(s):

Yi Liu ◽

Jun Li ◽

Antonio Plaza ◽

Yanli Sun

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Remotely Sensed ◽

Multiple Criteria ◽

Hyperspectral Image Classification ◽

Spectral Partitioning

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A novel kernel-based nonparametric feature extraction method for remotely sensed hyperspectral image classification

2012 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2012.6350777 ◽

2012 ◽

Author(s):

Jinn-Min Yang

Keyword(s):

Feature Extraction ◽

Image Classification ◽

Extraction Method ◽

Hyperspectral Image ◽

Remotely Sensed ◽

Hyperspectral Image Classification ◽

Feature Extraction Method

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A novel interval type-2 fuzzy K-nearest neighbor classifier for remotely sensed hyperspectral image classification

2014 IEEE Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2014.6947291 ◽

2014 ◽

Author(s):

Jinn-Min Yang

Keyword(s):

Image Classification ◽

Nearest Neighbor ◽

Hyperspectral Image ◽

Remotely Sensed ◽

K Nearest Neighbor ◽

Hyperspectral Image Classification ◽

Nearest Neighbor Classifier ◽

Interval Type ◽

Neighbor Classifier

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Spectrometer-driven spectral partitioning for hyperspectral image classification

2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) ◽

10.1109/whispers.2014.8077558 ◽

2014 ◽

Author(s):

Jun Li ◽

Yi Liu ◽

Antonio Plaza ◽

Peijun Du ◽

Mahdi Khodadadzadeh

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Spectral Partitioning

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Approximate Computing of Remotely Sensed Data: SVM Hyperspectral Image Classification as a Case Study

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

10.1109/jstars.2016.2539282 ◽

2016 ◽

Vol 9 (12) ◽

pp. 5806-5818 ◽

Author(s):

Yuanfeng Wu ◽

Xinghua Yang ◽

Antonio Plaza ◽

Fei Qiao ◽

Lianru Gao ◽

...

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Remotely Sensed ◽

Approximate Computing ◽

Hyperspectral Image Classification ◽

Remotely Sensed Data

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Applying a dynamic subspace multiple classifier for remotely sensed hyperspectral image classification

2012 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2012.6351700 ◽

2012 ◽

Author(s):

Jinn-Min Yang

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Remotely Sensed ◽

Hyperspectral Image Classification ◽

Multiple Classifier

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Convolution Based Spectral Partitioning Architecture for Hyperspectral Image Classification

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

10.1109/igarss.2019.8898038 ◽

2019 ◽

Author(s):

Ringo S.W. Chu ◽

Ho-Cheung Ng ◽

Xiwei Wang ◽

Wayne Luk

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Spectral Partitioning

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Spectral Partitioning Residual Network With Spatial Attention Mechanism for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2021.3074196 ◽

2021 ◽

pp. 1-14

Author(s):

Xiangrong Zhang ◽

Shouwang Shang ◽

Xu Tang ◽

Jie Feng ◽

Licheng Jiao

Keyword(s):

Image Classification ◽

Spatial Attention ◽

Hyperspectral Image ◽

Attention Mechanism ◽

Hyperspectral Image Classification ◽

Residual Network ◽

Spectral Partitioning

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Class-oriented spectral partitioning for hyperspectral image classification

2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2015.7326951 ◽

2015 ◽

Author(s):

Yi Liu ◽

Jun Li ◽

Antonio Plaza ◽

Kun Tan

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Spectral Partitioning

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A Novel Method for Remotely Sensed Hyperspectral Image Classification Based on Convolutional Neural Network

Journal of Engineering and Applied Sciences ◽

10.36478/jeasci.2020.13.22 ◽

2019 ◽

Vol 15 (1) ◽

pp. 13-22

Author(s):

B.R. Shivakumar ◽

J. Prakash

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Image Classification ◽

Hyperspectral Image ◽

Remotely Sensed ◽

Hyperspectral Image Classification ◽

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