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Hyperspectral image classification based on NMF Features Selection Method
Mapping Intimacies
◽
10.1117/12.2050072
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2013
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Author(s):
Bolanle T. Abe
◽
J. A. Jordaan
Keyword(s):
Image Classification
◽
Hyperspectral Image
◽
Selection Method
◽
Features Selection
◽
Hyperspectral Image Classification
Download Full-text
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A Band Selection Method for Hyperspectral Image Classification based on improved Particle Swarm Optimization
International Journal of Signal Processing Image Processing and Pattern Recognition
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10.14257/ijsip.2015.8.4.28
◽
2015
◽
Vol 8
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◽
pp. 325-338
◽
Cited By ~ 3
Author(s):
Jie Shen
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Chao Wang
◽
Ruili Wang
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Fengchen Huang
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Chao Fan
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...
Keyword(s):
Particle Swarm Optimization
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Image Classification
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Hyperspectral Image
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Particle Swarm
◽
Selection Method
◽
Band Selection
◽
Hyperspectral Image Classification
◽
Swarm Optimization
◽
Improved Particle Swarm Optimization
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An effective feature selection method for hyperspectral image classification based on genetic algorithm and support vector machine
Knowledge-Based Systems
◽
10.1016/j.knosys.2010.07.003
◽
2011
◽
Vol 24
(1)
◽
pp. 40-48
◽
Cited By ~ 153
Author(s):
Shijin Li
◽
Hao Wu
◽
Dingsheng Wan
◽
Jiali Zhu
Keyword(s):
Genetic Algorithm
◽
Support Vector Machine
◽
Feature Selection
◽
Image Classification
◽
Hyperspectral Image
◽
Feature Selection Method
◽
Selection Method
◽
Support Vector
◽
Hyperspectral Image Classification
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Applying automatic kernel parameter selection method to the full bandwidth RBF kernel function for hyperspectral image classification
2014 IEEE Geoscience and Remote Sensing Symposium
◽
10.1109/igarss.2014.6947222
◽
2014
◽
Author(s):
Kai-Ching Chen
◽
Cheng-Hsuan Li
◽
Bor-Chen Kuo
◽
Min-Shian Wang
Keyword(s):
Image Classification
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Kernel Function
◽
Hyperspectral Image
◽
Selection Method
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Parameter Selection
◽
Hyperspectral Image Classification
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Kernel Parameter
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Rbf Kernel
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Rbf Kernel Function
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A Kernel-Based Feature Selection Method for SVM With RBF Kernel for Hyperspectral Image Classification
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
◽
10.1109/jstars.2013.2262926
◽
2014
◽
Vol 7
(1)
◽
pp. 317-326
◽
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Author(s):
Bor-Chen Kuo
◽
Hsin-Hua Ho
◽
Cheng-Hsuan Li
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Chih-Cheng Hung
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Jin-Shiuh Taur
Keyword(s):
Feature Selection
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Image Classification
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Hyperspectral Image
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Feature Selection Method
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Hyperspectral Image Classification
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A hypergraph based semi-supervised band selection method for hyperspectral image classification
2013 IEEE International Conference on Image Processing
◽
10.1109/icip.2013.6738646
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2013
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Cited By ~ 13
Author(s):
Zhouxiao Guo
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Xiao Bai
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Zhihong Zhang
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Jun Zhou
Keyword(s):
Image Classification
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Hyperspectral Image
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Selection Method
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Band Selection
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Hyperspectral Image Classification
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A nonlinear feature selection method based on kernel separability measure for hyperspectral image classification
2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
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10.1109/igarss.2015.7325800
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2015
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Cited By ~ 1
Author(s):
Pei-Jyun Hsieh
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Cheng-Hsuan Li
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Bor-Chen Kuo
Keyword(s):
Feature Selection
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Image Classification
◽
Hyperspectral Image
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Feature Selection Method
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Selection Method
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Hyperspectral Image Classification
◽
Nonlinear Feature
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Apply an automatic parameter selection method to generalized discriminant analysis with RBF kernel for hyperspectral image classification
2013 International Conference on Machine Learning and Cybernetics
◽
10.1109/icmlc.2013.6890477
◽
2013
◽
Cited By ~ 3
Author(s):
Cheng-Hsuan Li
◽
Bor-Chen Kuo
◽
Li-Hui Lin
◽
Wei Wu
◽
Dexin Lan
Keyword(s):
Discriminant Analysis
◽
Image Classification
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Hyperspectral Image
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Selection Method
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Parameter Selection
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Hyperspectral Image Classification
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Rbf Kernel
◽
Generalized Discriminant Analysis
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A Band Selection Method For Hyperspectral Image Classification Based On Cuckoo Search Algorithm With Correlation Based Initialization
2019 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS)
◽
10.1109/whispers.2019.8920950
◽
2019
◽
Cited By ~ 2
Author(s):
Shrutika S Sawant
◽
Manoharan Prabukumar
◽
Sathishkumar Samiappan
Keyword(s):
Image Classification
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Hyperspectral Image
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Search Algorithm
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Cuckoo Search
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Cuckoo Search Algorithm
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Selection Method
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Band Selection
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Hyperspectral Image Classification
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A semisupervised feature metric based band selection method for hyperspectral image classification
2012 4th Workshop on Hyperspectral Image and Signal Processing (WHISPERS)
◽
10.1109/whispers.2012.6874326
◽
2012
◽
Author(s):
Chen Yang
◽
Sicong Liu
◽
Lorenzo Bruzzone
◽
Renchu Guan
◽
Peijun Du
Keyword(s):
Image Classification
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Hyperspectral Image
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Selection Method
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Band Selection
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Hyperspectral Image Classification
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An automatic kernel parameter selection method for kernel nonparametric weighted feature extraction with the RBF kernel for hyperspectral image classification
2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
◽
10.1109/igarss.2015.7326116
◽
2015
◽
Author(s):
Pei-Jyun Hsieh
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Cheng-Hsuan Li
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Bor-Chen Kuo
◽
Pei-Ling Tsai
Keyword(s):
Feature Extraction
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Image Classification
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Hyperspectral Image
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Selection Method
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Parameter Selection
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Hyperspectral Image Classification
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Kernel Parameter
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Rbf Kernel
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