Classification of Hyperspectral Images Based on Semi-supervised Sparse Multi-manifold Embedding

黄鸿 HONG Hong; 杨娅琼 YANG Ya-qiong; 罗甫林 LUO Fu-lin

doi:10.3788/gzxb20164503.0330001

Classification of Hyperspectral Images Based on Semi-supervised Sparse Multi-manifold Embedding

ACTA PHOTONICA SINICA ◽

10.3788/gzxb20164503.0330001 ◽

2016 ◽

Vol 45 (3) ◽

pp. 330001

Author(s):

黄鸿 HONG Hong ◽

杨娅琼 YANG Ya-qiong ◽

罗甫林 LUO Fu-lin

Keyword(s):

Hyperspectral Images ◽

Manifold Embedding

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NEURAL NETWORK CLASSIFICATION OF HYPERSPECTRAL IMAGES ON THE BASIS OF THE HILBERT-HUANG TRANSFORM

Автометрия ◽

10.15372/aut20170209 ◽

2017 ◽

Keyword(s):

Neural Network ◽

Hyperspectral Images ◽

Hilbert Huang Transform ◽

Neural Network Classification

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Classification of hyperspectral images based on multifractal features and support vector machine

Geodesy and Aerophotosurveying ◽

10.30533/0536-101x-2018-62-5-558-562 ◽

2018 ◽

Vol 62 (5) ◽

pp. 558-562

Author(s):

Uchaev D.V. ◽

◽

Uchaev Dm.V. ◽

Malinnikov V.A. ◽

◽

...

Keyword(s):

Support Vector Machine ◽

Hyperspectral Images ◽

Support Vector

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Hierarchical method and hyperspectral images for classification of blood stains on colored and printed fabrics

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/j.chemolab.2021.104253 ◽

2021 ◽

Vol 210 ◽

pp. 104253

Author(s):

José F.Q. Pereira ◽

Maria Fernanda Pimentel ◽

Ricardo S. Honorato ◽

Rasmus Bro

Keyword(s):

Hyperspectral Images ◽

Blood Stains ◽

Hierarchical Method

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Nonparametric feature extraction for classification of hyperspectral images with limited training samples

ISPRS Journal of Photogrammetry and Remote Sensing ◽

10.1016/j.isprsjprs.2016.05.009 ◽

2016 ◽

Vol 119 ◽

pp. 64-78 ◽

Cited By ~ 26

Author(s):

Azadeh Kianisarkaleh ◽

Hassan Ghassemian

Keyword(s):

Feature Extraction ◽

Hyperspectral Images ◽

Training Samples ◽

Limited Training Samples

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Segmentation and Classification of Hyperspectral Images Using Minimum Spanning Forest Grown From Automatically Selected Markers

IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) ◽

10.1109/tsmcb.2009.2037132 ◽

2010 ◽

Vol 40 (5) ◽

pp. 1267-1279 ◽

Cited By ~ 196

Author(s):

Y Tarabalka ◽

J Chanussot ◽

J A Benediktsson

Keyword(s):

Hyperspectral Images ◽

Spanning Forest ◽

Minimum Spanning Forest

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Differential Evolution Extreme Learning Machine for the Classification of Hyperspectral Images

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2013.2286078 ◽

2014 ◽

Vol 11 (6) ◽

pp. 1066-1070 ◽

Cited By ~ 94

Author(s):

Yakoub Bazi ◽

Naif Alajlan ◽

Farid Melgani ◽

Haikel AlHichri ◽

Salim Malek ◽

...

Keyword(s):

Differential Evolution ◽

Extreme Learning Machine ◽

Hyperspectral Images ◽

Learning Machine

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Domain Adaptation for Robust Classification of Disparate Hyperspectral Images

IEEE Transactions on Computational Imaging ◽

10.1109/tci.2017.2752150 ◽

2017 ◽

Vol 3 (4) ◽

pp. 822-836 ◽

Cited By ~ 6

Author(s):

Xiong Zhou ◽

Saurabh Prasad

Keyword(s):

Domain Adaptation ◽

Hyperspectral Images ◽

Robust Classification

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Classification of Hyperspectral Images Using Conventional Neural Networks

Optoelectronics Instrumentation and Data Processing ◽

10.3103/s8756699021020102 ◽

2021 ◽

Vol 57 (2) ◽

pp. 123-131

Author(s):

V. I. Kozik ◽

E. S. Nezhevenko

Keyword(s):

Neural Networks ◽

Hyperspectral Images

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Dimensionality Reduction and Classification of Hyperspectral Images Using Object-Based Image Analysis

Journal of the Indian Society of Remote Sensing ◽

10.1007/s12524-018-0803-1 ◽

2018 ◽

Vol 46 (8) ◽

pp. 1297-1306 ◽

Cited By ~ 4

Author(s):

Taskin Kavzoglu ◽

Hasan Tonbul ◽

Merve Yildiz Erdemir ◽

Ismail Colkesen

Keyword(s):

Image Analysis ◽

Dimensionality Reduction ◽

Hyperspectral Images ◽

Object Based Image Analysis ◽

Object Based

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Spectral-spatial classification of hyperspectral images using wavelet transform and hidden Markov random fields

Geocarto International ◽

10.1080/10106049.2017.1303087 ◽

2017 ◽

Vol 33 (8) ◽

pp. 771-790 ◽

Cited By ~ 4

Author(s):

Elham Kordi Ghasrodashti ◽

Mohammad Sadegh Helfroush ◽

Habibollah Danyali

Keyword(s):

Wavelet Transform ◽

Random Fields ◽

Markov Random Fields ◽

Hidden Markov ◽

Hyperspectral Images ◽

Spatial Classification ◽

Markov Random

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