Hyperspectral image classification based on dimension reduction combination and rotation SVM ensemble learning

Tenth International Conference on Digital Image Processing (ICDIP 2018) ◽

10.1117/12.2503024 ◽

2018 ◽

Author(s):

Rong Ren ◽

Wenxing Bao

Keyword(s):

Dimension Reduction ◽

Image Classification ◽

Ensemble Learning ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

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Dimension reduction with randomized anisotropic transform for hyperspectral image classification

2013 IEEE International Conference on Cybernetics (CYBCO) ◽

10.1109/cybconf.2013.6617465 ◽

2013 ◽

Author(s):

Huiwu Luo ◽

Lina Yang ◽

Haoliang Yuan ◽

Yuan Yan Tang

Keyword(s):

Dimension Reduction ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

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Joint spectral-spatial hyperspectral image classification based on hierarchical subspace switch ensemble learning algorithm

Applied Intelligence ◽

10.1007/s10489-018-1200-8 ◽

2018 ◽

Vol 48 (11) ◽

pp. 4128-4148 ◽

Author(s):

Yongming Li ◽

Tingjie Xie ◽

Pin Wang ◽

Jie Wang ◽

Shujun Liu ◽

...

Keyword(s):

Image Classification ◽

Ensemble Learning ◽

Hyperspectral Image ◽

Learning Algorithm ◽

Hyperspectral Image Classification ◽

Ensemble Learning Algorithm

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An improved adaptive band selecting method for hyperspectral image classification and dimension reduction

2012 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER) ◽

10.1109/cyber.2012.6320016 ◽

2012 ◽

Author(s):

Qian Zhang ◽

Meiping Song ◽

Bin Lin ◽

Jubai An

Keyword(s):

Dimension Reduction ◽

Image Classification ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

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Supervised Locally Linear Embedding based dimension reduction for hyperspectral image classification

2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS ◽

10.1109/igarss.2013.6723603 ◽

2013 ◽

Author(s):

Yushi Chen ◽

Changbo Qu ◽

Zhouhan Lin

Keyword(s):

Dimension Reduction ◽

Image Classification ◽

Hyperspectral Image ◽

Locally Linear Embedding ◽

Hyperspectral Image Classification ◽

Linear Embedding ◽

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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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Ensemble Learning in Hyperspectral Image Classification: Toward Selecting a Favorable Bias-Variance Tradeoff

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

10.1109/jstars.2013.2295513 ◽

2014 ◽

Vol 7 (4) ◽

pp. 1089-1102 ◽

Author(s):

Andreas Merentitis ◽

Christian Debes ◽

Roel Heremans

Keyword(s):

Image Classification ◽

Ensemble Learning ◽

Hyperspectral Image ◽

Hyperspectral Image Classification ◽

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Effect of Dynamic Mode Decomposition-Based Dimension Reduction Technique on Hyperspectral Image Classification

Lecture Notes in Electrical Engineering - Computational Signal Processing and Analysis ◽

10.1007/978-981-10-8354-9_9 ◽

2018 ◽

pp. 89-99 ◽

Author(s):

P. Megha ◽

V. Sowmya ◽

K. P. Soman

Keyword(s):

Dimension Reduction ◽

Image Classification ◽

Hyperspectral Image ◽

Reduction Technique ◽

Dynamic Mode Decomposition ◽

Dynamic Mode ◽

Hyperspectral Image Classification ◽

Mode Decomposition

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Spectral-spatial hyperspectral image classification with dual spatial ensemble learning

Remote Sensing Letters ◽

10.1080/2150704x.2021.1976868 ◽

2021 ◽

Vol 12 (12) ◽

pp. 1194-1206

Author(s):

Wentao Fu ◽

Xiyan Sun ◽

Yuanfa Ji ◽

Yang Bai

Keyword(s):

Image Classification ◽

Ensemble Learning ◽

Hyperspectral Image ◽

Hyperspectral Image Classification

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Weighted Low-Rank Representation-Based Dimension Reduction for Hyperspectral Image Classification

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2017.2743018 ◽

2017 ◽

Vol 14 (11) ◽

pp. 1938-1942 ◽

Author(s):

Xiaotao Wang ◽

Fang Liu

Keyword(s):

Dimension Reduction ◽

Image Classification ◽

Hyperspectral Image ◽

Low Rank ◽

Hyperspectral Image Classification ◽

Low Rank Representation

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Dimension Reduction for Hyperspectral Image Classification via Support Vector based Feature Extraction

IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2008.4780110 ◽

2008 ◽

Author(s):

Cheng-Hsuan Li ◽

Bor-Chen Kuo ◽

Chin-Teng Lin ◽

Chih-Cheng Hung

Keyword(s):

Feature Extraction ◽

Dimension Reduction ◽

Image Classification ◽

Hyperspectral Image ◽

Support Vector ◽

Hyperspectral Image Classification

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