Supervised Deep Feature Extraction for Hyperspectral Image Classification

Bing Liu; Xuchu Yu; Pengqiang Zhang; Anzhu Yu; Qiongying Fu; Xiangpo Wei

doi:10.1109/tgrs.2017.2769673

Supervised Deep Feature Extraction for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2017.2769673 ◽

2018 ◽

Vol 56 (4) ◽

pp. 1909-1921 ◽

Cited By ~ 67

Author(s):

Bing Liu ◽

Xuchu Yu ◽

Pengqiang Zhang ◽

Anzhu Yu ◽

Qiongying Fu ◽

...

Keyword(s):

Feature Extraction ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Deep Feature ◽

Deep Feature Extraction

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Triplet Constrained Deep Feature Extraction for Hyperspectral Image Classification

2018 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) ◽

10.1109/whispers.2018.8747227 ◽

2018 ◽

Author(s):

Fahim Irfan Alam ◽

Jun Zhou ◽

Alan Wee-Chung Liew ◽

Jun Jo ◽

Yongsheng Gao

Keyword(s):

Feature Extraction ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Deep Feature ◽

Deep Feature Extraction

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Deep Feature Extraction Based on Siamese Network and Auto-Encoder for Hyperspectral Image Classification

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

10.1109/igarss.2019.8899230 ◽

2019 ◽

Author(s):

Jiajia Miao ◽

Bin Wang ◽

Xiaofeng Wu ◽

Liming Zhang ◽

Bo Hu ◽

...

Keyword(s):

Feature Extraction ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Siamese Network ◽

Deep Feature ◽

Deep Feature Extraction

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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 ◽

Cited By ~ 1

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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Deep feature extraction and combination for remote sensing image classification based on pre-trained CNN models

10.1117/12.2281755 ◽

2017 ◽

Cited By ~ 4

Author(s):

Souleyman Chaib ◽

Hongxun Yao ◽

Yanfeng Gu ◽

Moussa Amrani

Keyword(s):

Remote Sensing ◽

Feature Extraction ◽

Image Classification ◽

Remote Sensing Image ◽

Remote Sensing Image Classification ◽

Deep Feature ◽

Deep Feature Extraction

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Combining Unmixing and Deep Feature Learning for Hyperspectral Image Classification

2017 International Conference on Digital Image Computing: Techniques and Applications (DICTA) ◽

10.1109/dicta.2017.8227419 ◽

2017 ◽

Cited By ~ 5

Author(s):

Fahim Irfan Alam ◽

Jun Zhou ◽

Lei Tong ◽

Alan Wee-Chung Liew ◽

Yongsheng Gao

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Feature Learning ◽

Hyperspectral Image Classification ◽

Deep Feature ◽

Deep Feature Learning

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Feature extraction scheme for a textural hyperspectral image classification using gray-scaled HSV and NDVI image features vectors fusion

2016 International Conference on Electronics, Communications and Computers (CONIELECOMP) ◽

10.1109/conielecomp.2016.7438573 ◽

2016 ◽

Cited By ~ 3

Author(s):

B.P. Garcia-Salgado ◽

V. Ponomaryov

Keyword(s):

Feature Extraction ◽

Image Classification ◽

Hyperspectral Image ◽

Image Features ◽

Hyperspectral Image Classification ◽

Extraction Scheme

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Latent subclass learning-based unsupervised ensemble feature extraction method for hyperspectral image classification

Remote Sensing Letters ◽

10.1080/2150704x.2015.1029087 ◽

2015 ◽

Vol 6 (4) ◽

pp. 257-266 ◽

Cited By ~ 7

Author(s):

Wei Wei ◽

Yanning Zhang ◽

Chunna Tian

Keyword(s):

Feature Extraction ◽

Image Classification ◽

Extraction Method ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Feature Extraction Method

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Local Brownian Descriptor Based Feature Extraction Method for Hyperspectral Image Classification

10.1109/igarss47720.2021.9553670 ◽

2021 ◽

Author(s):

Shuzhen Zhang ◽

Shutao Li ◽

Ting Li

Keyword(s):

Feature Extraction ◽

Image Classification ◽

Extraction Method ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

Feature Extraction Method

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Exemplar pyramid deep feature extraction based cervical cancer image classification model using pap-smear images

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2021.103428 ◽

2022 ◽

Vol 73 ◽

pp. 103428

Author(s):

Orhan Yaman ◽

Turker Tuncer

Keyword(s):

Cervical Cancer ◽

Feature Extraction ◽

Image Classification ◽

Pap Smear ◽

Classification Model ◽

Deep Feature ◽

Deep Feature Extraction

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