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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Hyperspectral Image Classification with Locally Linear Embedding, 2D Spatial Filtering, and SVM

Intelligent Computing Theories and Application - Lecture Notes in Computer Science ◽

10.1007/978-3-030-84522-3_12 ◽

2021 ◽

pp. 151-159

Author(s):

Guang Yi Chen ◽

Wen Fang Xie ◽

Shen-En Qian

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Spatial Filtering ◽

Locally Linear Embedding ◽

Hyperspectral Image Classification ◽

Linear Embedding ◽

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An Efficient Method of Hyperspectral Image Dimension Reduction Based on Low Rank Representation and Locally Linear Embedding

Integrated Ferroelectrics ◽

10.1080/10584587.2020.1728626 ◽

2020 ◽

Vol 208 (1) ◽

pp. 206-214

Author(s):

Jiqiang Luo ◽

Tingfa Xu ◽

Teng Pan ◽

Weidong Sun

Keyword(s):

Dimension Reduction ◽

Efficient Method ◽

Hyperspectral Image ◽

Low Rank ◽

Locally Linear Embedding ◽

Image Dimension ◽

Low Rank Representation ◽

Linear Embedding ◽

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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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Supervised Locally Linear Embedding for polarimetric SAR image classification

2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) ◽

10.1109/igarss.2016.7730972 ◽

2016 ◽

Author(s):

Han Cao ◽

Hong Zhang ◽

Chao Wang ◽

Meng Liu

Keyword(s):

Image Classification ◽

Locally Linear Embedding ◽

Sar Image ◽

Polarimetric Sar ◽

Linear Embedding ◽

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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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Weighted locally linear embedding for dimension reduction

Pattern Recognition ◽

10.1016/j.patcog.2008.08.024 ◽

2009 ◽

Vol 42 (5) ◽

pp. 798-811 ◽

Author(s):

Yaozhang Pan ◽

Shuzhi Sam Ge ◽

Abdullah Al Mamun

Keyword(s):

Dimension Reduction ◽

Locally Linear Embedding ◽

Linear Embedding ◽

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Dimension Reduction Using Semi-Supervised Locally Linear Embedding for Plant Leaf Classification

Emerging Intelligent Computing Technology and Applications - Lecture Notes in Computer Science ◽

10.1007/978-3-642-04070-2_100 ◽

2009 ◽

pp. 948-955 ◽

Author(s):

Shanwen Zhang ◽

Kwok-Wing Chau

Keyword(s):

Dimension Reduction ◽

Locally Linear Embedding ◽

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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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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Locally linear embedding: dimension reduction of massive protostellar spectra

Monthly Notices of the Royal Astronomical Society ◽

10.1093/mnras/stw1510 ◽

2016 ◽

Vol 461 (2) ◽

pp. 2250-2256 ◽

Author(s):

J. L. Ward ◽

S. L. Lumsden

Keyword(s):

Dimension Reduction ◽

Locally Linear Embedding ◽

Embedding Dimension ◽

Linear Embedding ◽

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