A Semi-Supervised Dimension Reduction Method for Polarimetric SAR Image Classification

Acta Optica Sinica ◽

10.3788/aos201838.0428001 ◽

2018 ◽

Vol 38 (4) ◽

pp. 0428001

Author(s):

谢欣芳 Xie Xinfang ◽

徐新 Xu Xin ◽

董浩 Dong Hao ◽

吴晗 Wu Han ◽

李珞茹 Li Luoru

Keyword(s):

Dimension Reduction ◽

Image Classification ◽

Reduction Method ◽

Sar Image ◽

Dimension Reduction Method ◽

Polarimetric Sar ◽

Supervised Dimension Reduction

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QUADRO: A supervised dimension reduction method via Rayleigh quotient optimization

The Annals of Statistics ◽

10.1214/14-aos1307 ◽

2015 ◽

Vol 43 (4) ◽

pp. 1498-1534 ◽

Author(s):

Jianqing Fan ◽

Zheng Tracy Ke ◽

Han Liu ◽

Lucy Xia

Keyword(s):

Dimension Reduction ◽

Reduction Method ◽

Rayleigh Quotient ◽

Dimension Reduction Method ◽

Supervised Dimension Reduction

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A Fully Bayesian Gradient-Free Supervised Dimension Reduction Method using Gaussian Processes

International Journal for Uncertainty Quantification ◽

10.1615/int.j.uncertaintyquantification.2021035621 ◽

2021 ◽

Author(s):

Raphaël Gautier ◽

Piyush Pandita ◽

Sayan Ghosh ◽

Dimitri Mavris

Keyword(s):

Dimension Reduction ◽

Gaussian Processes ◽

Reduction Method ◽

Dimension Reduction Method ◽

Supervised Dimension Reduction ◽

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PCA-SIR: A new nonlinear supervised dimension reduction method with application to pain prediction from EEG

2015 7th International IEEE/EMBS Conference on Neural Engineering (NER) ◽

10.1109/ner.2015.7146796 ◽

2015 ◽

Author(s):

Yiheng Tu ◽

Yeung Sam Hung ◽

Li Hu ◽

Zhiguo Zhang

Keyword(s):

Dimension Reduction ◽

Reduction Method ◽

Dimension Reduction Method ◽

Supervised Dimension Reduction ◽

Pain Prediction

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A Semi-supervised Dimension Reduction Method Using Ensemble Approach

The KIPS Transactions PartD ◽

10.3745/kipstd.2012.19d.2.147 ◽

2012 ◽

Vol 19D (2) ◽

pp. 147-150

Author(s):

Cheong-Hee Park

Keyword(s):

Dimension Reduction ◽

Reduction Method ◽

Dimension Reduction Method ◽

Ensemble Approach ◽

Supervised Dimension Reduction

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Iteration Based Polarimetric SAR Image Classification

PIERS Online ◽

10.2529/piers061004064550 ◽

2007 ◽

Vol 3 (5) ◽

pp. 625-628

Author(s):

Jian Yang ◽

Xiaoli She ◽

Tao Xiong

Keyword(s):

Image Classification ◽

Sar Image ◽

Polarimetric Sar

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Hybrid Dimension Reduction Method Based on Isomap and t-SNE with Beetle Antennae Search Algorithm

2020 13th International Symposium on Computational Intelligence and Design (ISCID) ◽

10.1109/iscid51228.2020.00095 ◽

2020 ◽

Author(s):

Erkai Jin ◽

Miao Li ◽

Xiaopu Feng ◽

Zan Yang ◽

Wei Nai

Keyword(s):

Dimension Reduction ◽

Reduction Method ◽

Search Algorithm ◽

Dimension Reduction Method

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Fully Polarimetric SAR Image Classification via Sparse Representation and Polarimetric Features

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

10.1109/jstars.2014.2359459 ◽

2015 ◽

Vol 8 (8) ◽

pp. 3923-3932 ◽

Author(s):

Lamei Zhang ◽

Liangjie Sun ◽

Bin Zou ◽

Wooil M. Moon

Keyword(s):

Sparse Representation ◽

Image Classification ◽

Sar Image ◽

Polarimetric Sar

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Hierarchical polarimetric SAR image classification based on feature selection and Genetic algorithm

2014 12th International Conference on Signal Processing (ICSP) ◽

10.1109/icosp.2014.7015107 ◽

2014 ◽

Author(s):

Yunyan Wang ◽

Tong Zhuo ◽

Yu Zhang ◽

Mingsheng Liao

Keyword(s):

Genetic Algorithm ◽

Feature Selection ◽

Image Classification ◽

Sar Image ◽

Polarimetric Sar

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Dimension reduction method for reliability-based robust design optimization

Computers & Structures ◽

10.1016/j.compstruc.2007.05.020 ◽

2008 ◽

Vol 86 (13-14) ◽

pp. 1550-1562 ◽

Author(s):

Ikjin Lee ◽

K.K. Choi ◽

Liu Du ◽

David Gorsich

Keyword(s):

Dimension Reduction ◽

Design Optimization ◽

Robust Design ◽

Reduction Method ◽

Robust Design Optimization ◽

Dimension Reduction Method

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Induced Dimension Reduction Method to Solve the Quadratic Eigenvalue Problem

Lecture Notes in Computer Science - Numerical Analysis and Its Applications ◽

10.1007/978-3-319-57099-0_20 ◽

2017 ◽

pp. 203-211

Author(s):

R. Astudillo ◽

M. B. van Gijzen

Keyword(s):

Eigenvalue Problem ◽

Dimension Reduction ◽

Reduction Method ◽

Dimension Reduction Method ◽

Quadratic Eigenvalue Problem ◽

Quadratic Eigenvalue

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