Subspace Feature Analysis of Local Manifold Learning for Hyperspectral Remote Sensing Images Classification

Applied Mathematics & Information Sciences ◽

10.12785/amis/080457 ◽

2014 ◽

Vol 8 (4) ◽

pp. 1987-1995 ◽

Author(s):

Ling Ding ◽

Ping Tang ◽

Hongyi Li

Keyword(s):

Remote Sensing ◽

Manifold Learning ◽

Hyperspectral Remote Sensing ◽

Feature Analysis ◽

Remote Sensing Images ◽

Hyperspectral Remote Sensing Images

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Classification of hyperspectral remote-sensing images based on sparse manifold learning

Journal of Applied Remote Sensing ◽

10.1117/1.jrs.7.073464 ◽

2013 ◽

Vol 7 (1) ◽

pp. 073464 ◽

Author(s):

Hong Huang

Keyword(s):

Remote Sensing ◽

Manifold Learning ◽

Hyperspectral Remote Sensing ◽

Remote Sensing Images ◽

Hyperspectral Remote Sensing Images

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Hyperspectral Remote Sensing Images Classification Using Fully Convolutional Neural Network

2021 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering (ElConRus) ◽

10.1109/elconrus51938.2021.9396673 ◽

2021 ◽

Author(s):

Nyan Linn Tun ◽

Alexander Gavrilov ◽

Naing Min Tun ◽

Do Minh Trieu ◽

Htet Aung

Keyword(s):

Neural Network ◽

Remote Sensing ◽

Convolutional Neural Network ◽

Hyperspectral Remote Sensing ◽

Remote Sensing Images ◽

Hyperspectral Remote Sensing Images

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3D Expansion of SRCNN for Spatial Enhancement of Hyperspectral Remote Sensing Images

10.1109/icspis53734.2021.9652420 ◽

2021 ◽

Author(s):

Nour Aburaed ◽

Mohammed Q. Alkhatib ◽

Stephen Marshall ◽

Jaime Zabalza ◽

Hussain Al Ahmad

Keyword(s):

Remote Sensing ◽

Hyperspectral Remote Sensing ◽

Remote Sensing Images ◽

Hyperspectral Remote Sensing Images ◽

Spatial Enhancement

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Spectral-Spatial Classification of Hyperspectral Remote Sensing Images Using Minimum Spanning Forest and Markov Random Field Classifier

Journal of Environmental Science Computer Science and Engineering & Technology ◽

10.24214/jecet.a.10.4.67488 ◽

2021 ◽

Vol 10 (4) ◽

Keyword(s):

Remote Sensing ◽

Random Field ◽

Markov Random Field ◽

Hyperspectral Remote Sensing ◽

Remote Sensing Images ◽

Spanning Forest ◽

Markov Random ◽

Minimum Spanning Forest ◽

Hyperspectral Remote Sensing Images

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Analysis of Hyperspectral Remote Sensing Images for Extraction Geological Rock Types Maps by Geospatial Techniques

IOP Conference Series Materials Science and Engineering ◽

10.1088/1757-899x/901/1/012016 ◽

2020 ◽

Vol 901 ◽

pp. 012016

Author(s):

Sabah Jaber Hussein ◽

Zainab Fakhri Merzah

Keyword(s):

Remote Sensing ◽

Hyperspectral Remote Sensing ◽

Remote Sensing Images ◽

Geospatial Techniques ◽

Hyperspectral Remote Sensing Images

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Maximum Likelihood Estimation-Based Joint Sparse Representation for the Classification of Hyperspectral Remote Sensing Images

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2018.2874432 ◽

2019 ◽

Vol 30 (6) ◽

pp. 1790-1802 ◽

Author(s):

Jiangtao Peng ◽

Luoqing Li ◽

Yuan Yan Tang

Keyword(s):

Remote Sensing ◽

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

Sparse Representation ◽

Likelihood Estimation ◽

Hyperspectral Remote Sensing ◽

Remote Sensing Images ◽

Joint Sparse Representation ◽

Hyperspectral Remote Sensing Images

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Small Sample Classification of Hyperspectral Remote Sensing Images Based on Sequential Joint Deeping Learning Model

IEEE Access ◽

10.1109/access.2020.2986267 ◽

2020 ◽

Vol 8 ◽

pp. 71353-71363 ◽

Author(s):

Zesong Wang ◽

Cui Zou ◽

Weiwei Cai

Keyword(s):

Remote Sensing ◽

Learning Model ◽

Hyperspectral Remote Sensing ◽

Small Sample ◽

Remote Sensing Images ◽

Sample Classification ◽

Hyperspectral Remote Sensing Images

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A new search algorithm for feature selection in hyperspectral remote sensing images

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/36.934069 ◽

2001 ◽

Vol 39 (7) ◽

pp. 1360-1367 ◽

Author(s):

S.B. Serpico ◽

L. Bruzzone

Keyword(s):

Remote Sensing ◽

Feature Selection ◽

Search Algorithm ◽

Hyperspectral Remote Sensing ◽

Remote Sensing Images ◽

Hyperspectral Remote Sensing Images

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Endmember Extraction of Hyperspectral Remote Sensing Images Based on the Ant Colony Optimization (ACO) Algorithm

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2011.2108305 ◽

2011 ◽

Vol 49 (7) ◽

pp. 2635-2646 ◽

Author(s):

Bing Zhang ◽

Xun Sun ◽

Lianru Gao ◽

Lina Yang

Keyword(s):

Remote Sensing ◽

Ant Colony Optimization ◽

Hyperspectral Remote Sensing ◽

Endmember Extraction ◽

Remote Sensing Images ◽

Hyperspectral Remote Sensing Images

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Unsupervised Multi-manifold Classification of Hyperspectral Remote Sensing Images with Contractive Autoencoder

Image Analysis - Lecture Notes in Computer Science ◽

10.1007/978-3-319-59129-2_15 ◽

2017 ◽

pp. 169-180 ◽

Author(s):

Aidin Hassanzadeh ◽

Arto Kaarna ◽

Tuomo Kauranne

Keyword(s):

Remote Sensing ◽

Hyperspectral Remote Sensing ◽

Remote Sensing Images ◽

Hyperspectral Remote Sensing Images

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