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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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 minimum noise fraction, 2D spatial filtering and SVM

10.1364/hise.2021.hth4h.2 ◽

2021 ◽

Author(s):

Shen-En Qian ◽

Guang Yi Chen

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Spatial Filtering ◽

Hyperspectral Image Classification ◽

Minimum Noise Fraction ◽

Noise Fraction ◽

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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 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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Hyperspectral Image Classification with Spatial Filtering and \(l_{(2,1)}\) Norm

Sensors ◽

10.3390/s17020314 ◽

2017 ◽

Vol 17 (2) ◽

pp. 314 ◽

Author(s):

Hao Li ◽

Chang Li ◽

Cong Zhang ◽

Zhe Liu ◽

Chengyin Liu

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Spatial Filtering ◽

Hyperspectral Image Classification

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A novel spectral spatial filtering approach for hyperspectral image classification

2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) ◽

10.1109/whispers.2014.8077514 ◽

2014 ◽

Author(s):

Kun Shang ◽

Xia Zhang

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Spatial Filtering ◽

Hyperspectral Image Classification ◽

Filtering Approach

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A Hybrid Multi-scale Spatial Filtering and Minimum Spanning Forest for Spectral–Spatial Hyperspectral Image Classification

Journal of the Indian Society of Remote Sensing ◽

10.1007/s12524-017-0669-7 ◽

2017 ◽

Vol 46 (3) ◽

pp. 345-353 ◽

Author(s):

F. Poorahangaryan ◽

H. Ghassemian

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Spatial Filtering ◽

Hyperspectral Image Classification ◽

Multi Scale ◽

Spanning Forest ◽

Minimum Spanning Forest

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Shrinkage-divergence-proximity locally linear embedding algorithm for dimensionality reduction of hyperspectral image

Chinese Optics Letters ◽

10.3788/col20080608.0558 ◽

2008 ◽

Vol 6 (8) ◽

pp. 558-560 ◽

Author(s):

罗琴 Qin Luo ◽

田铮 Zheng Tian ◽

赵志祥 Zhixiang Zhao

Keyword(s):

Dimensionality Reduction ◽

Hyperspectral Image ◽

Locally Linear Embedding ◽

Linear Embedding ◽

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Hyperspectral image processing using locally linear embedding

First International IEEE EMBS Conference on Neural Engineering, 2003. Conference Proceedings. ◽

10.1109/cne.2003.1196824 ◽

2003 ◽

Author(s):

D.H. Kim ◽

L.H. Finkel

Keyword(s):

Image Processing ◽

Hyperspectral Image ◽

Locally Linear Embedding ◽

Hyperspectral Image Processing ◽

Linear Embedding ◽

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Locally Linear Embedding Based on Relative Manifold

Journal of Software ◽

10.3724/sp.j.1001.2009.03369 ◽

2009 ◽

Vol 20 (9) ◽

pp. 2376-2386 ◽

Author(s):

Gui-Hua WEN ◽

Ting-Hui LU ◽

Li-Jun JIANG ◽

Jun WEN

Keyword(s):

Locally Linear Embedding ◽

Linear Embedding ◽

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