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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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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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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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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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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Dimensionality reduction using deep belief network in big data case study: Hyperspectral image classification

2016 International Workshop on Big Data and Information Security (IWBIS) ◽

10.1109/iwbis.2016.7872892 ◽

2016 ◽

Author(s):

Dewa Made Sri Arsa ◽

Grafika Jati ◽

Aprinaldi Jasa Mantau ◽

Ito Wasito

Keyword(s):

Big Data ◽

Dimensionality Reduction ◽

Image Classification ◽

Hyperspectral Image ◽

Deep Belief Network ◽

Hyperspectral Image Classification ◽

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Solving Deep Neural Networks with Ordinary Differential Equations for Remotely Sensed Hyperspectral Image Classification

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

10.1109/igarss.2019.8899012 ◽

2019 ◽

Author(s):

M. E. Paoletti ◽

J. M. Haut ◽

J. Plaza ◽

A. Plaza

Keyword(s):

Neural Networks ◽

Differential Equations ◽

Ordinary Differential Equations ◽

Image Classification ◽

Deep Neural Networks ◽

Hyperspectral Image ◽

Remotely Sensed ◽

Hyperspectral Image Classification

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Hyperspectral image classification based on active learning

Journal of Computer Applications ◽

10.3724/sp.j.1087.2013.03441 ◽

2013 ◽

Vol 33 (12) ◽

pp. 3441-3443

Author(s):

Zedong HAO ◽

Songsong YU ◽

Jihong GUAN

Keyword(s):

Active Learning ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

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A real-time FPGA accelerated stream processing for hyperspectral image classification

Geocarto International ◽

10.1080/10106049.2020.1713231 ◽

2020 ◽

pp. 1-18

Author(s):

Dubacharla Gyaneshwar ◽

Rama Rao Nidamanuri

Keyword(s):

Image Classification ◽

Real Time ◽

Hyperspectral Image ◽

Stream Processing ◽

Hyperspectral Image Classification

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