Ensemble EMD-Based Spectral-Spatial Feature Extraction for Hyperspectral Image Classification

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

10.1109/jstars.2020.3018710 ◽

2020 ◽

Vol 13 ◽

pp. 5134-5148

Author(s):

Qianming Li ◽

Bohong Zheng ◽

Bing Tu ◽

Jinping Wang ◽

Chengle Zhou

Keyword(s):

Feature Extraction ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Spatial Feature

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DeepLab-Based Spatial Feature Extraction for Hyperspectral Image Classification

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2018.2871507 ◽

2019 ◽

Vol 16 (2) ◽

pp. 251-255 ◽

Author(s):

Zijia Niu ◽

Wen Liu ◽

Jingyi Zhao ◽

Guoqian Jiang

Keyword(s):

Feature Extraction ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Spatial Feature

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Spectral-Spatial Feature Extraction Using PCA and Multi-Scale Deep Convolutional Neural Network for Hyperspectral Image Classification

2019 22nd International Conference on Computer and Information Technology (ICCIT) ◽

10.1109/iccit48885.2019.9038385 ◽

2019 ◽

Author(s):

Md. Rakibul Haque ◽

Sadia Zaman Mishu

Keyword(s):

Neural Network ◽

Feature Extraction ◽

Convolutional Neural Network ◽

Image Classification ◽

Hyperspectral Image ◽

Deep Convolutional Neural Network ◽

Hyperspectral Image Classification ◽

Spatial Feature ◽

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Hyperspectral image classification based on spectral-spatial feature extraction

2017 International Workshop on Remote Sensing with Intelligent Processing (RSIP) ◽

10.1109/rsip.2017.7958808 ◽

2017 ◽

Author(s):

Zhen Ye ◽

Lian Tan ◽

Lin Bai

Keyword(s):

Feature Extraction ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Spatial Feature

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Discriminant Tensor Spectral–Spatial Feature Extraction for Hyperspectral Image Classification

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2014.2375188 ◽

2015 ◽

Vol 12 (5) ◽

pp. 1028-1032 ◽

Author(s):

Zisha Zhong ◽

Bin Fan ◽

Jiangyong Duan ◽

Lingfeng Wang ◽

Kun Ding ◽

...

Keyword(s):

Feature Extraction ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Spatial Feature

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Spectral–Spatial Feature Extraction for Hyperspectral Image Classification: A Dimension Reduction and Deep Learning Approach

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2016.2543748 ◽

2016 ◽

Vol 54 (8) ◽

pp. 4544-4554 ◽

Author(s):

Wenzhi Zhao ◽

Shihong Du

Keyword(s):

Feature Extraction ◽

Deep Learning ◽

Dimension Reduction ◽

Image Classification ◽

Hyperspectral Image ◽

Learning Approach ◽

Hyperspectral Image Classification ◽

Spatial Feature

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Discriminative Spectral-Spatial Feature Extraction-based Band Selection for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2021.3129841 ◽

2021 ◽

pp. 1-1

Author(s):

Munmun Baisantry ◽

Anil K Sao ◽

Dericks Praise Shukla

Keyword(s):

Feature Extraction ◽

Image Classification ◽

Hyperspectral Image ◽

Band Selection ◽

Hyperspectral Image Classification ◽

Spatial Feature ◽

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A Multiview Spectral-Spatial Feature Extraction and Fusion Framework for Hyperspectral Image Classification

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2021.3066613 ◽

2021 ◽

pp. 1-5

Author(s):

Jia Feng ◽

Junping Zhang ◽

Ye Zhang

Keyword(s):

Feature Extraction ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Spatial Feature ◽

Fusion Framework

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Spectral-Spatial Feature Extraction based CNN for Hyperspectral Image Classification

IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss39084.2020.9323629 ◽

2020 ◽

Author(s):

Yinghui Quan ◽

Shuxian Dong ◽

Wei Feng ◽

Gabriel Dauphin ◽

Guoping Zhao ◽

...

Keyword(s):

Feature Extraction ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Spatial Feature

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Slow feature extraction for hyperspectral image classification

Remote Sensing Letters ◽

10.1080/2150704x.2021.1895448 ◽

2021 ◽

Vol 12 (5) ◽

pp. 429-438

Author(s):

Bing Liu ◽

Anzhu Yu ◽

Xiong Tan ◽

Ruirui Wang

Keyword(s):

Feature Extraction ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

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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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