Ideal Kernel-Based Multiple Kernel Learning for Spectral-Spatial Classification of Hyperspectral Image

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2017.2695534 ◽

2017 ◽

Vol 14 (7) ◽

pp. 1051-1055 ◽

Author(s):

Wei Gao ◽

Yu Peng

Keyword(s):

Hyperspectral Image ◽

Multiple Kernel Learning ◽

Kernel Learning ◽

Spatial Classification ◽

Multiple Kernel

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High Precision Classification of Hyperspectral Image Based on A Hierarchical Localized Multiple Kernel Learning Method

2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI) ◽

10.1109/cisp-bmei48845.2019.8965835 ◽

2019 ◽

Author(s):

Junyi Yao ◽

Hongqiao Wang ◽

Ling Wang ◽

Guangyuan Fu

Keyword(s):

High Precision ◽

Hyperspectral Image ◽

Multiple Kernel Learning ◽

Kernel Learning ◽

Learning Method ◽

Multiple Kernel

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A new sparse multiple-kernel learning method for classification of hyperspectral imagery

2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS) ◽

10.1109/whispers.2013.8080695 ◽

2013 ◽

Author(s):

Yanfeng Gu ◽

Kai Feng ◽

Hong Wang

Keyword(s):

Hyperspectral Imagery ◽

Multiple Kernel Learning ◽

Kernel Learning ◽

Learning Method ◽

Multiple Kernel

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Optimizing Multiple Kernel Learning for the Classification of UAV Data

Remote Sensing ◽

10.3390/rs8121025 ◽

2016 ◽

Vol 8 (12) ◽

pp. 1025 ◽

Author(s):

Caroline Gevaert ◽

Claudio Persello ◽

George Vosselman

Keyword(s):

Multiple Kernel Learning ◽

Kernel Learning ◽

Multiple Kernel

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Multiple Kernel Learning via Low-Rank Nonnegative Matrix Factorization for Classification of Hyperspectral Imagery

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

10.1109/jstars.2014.2362116 ◽

2015 ◽

Vol 8 (6) ◽

pp. 2739-2751 ◽

Author(s):

Yanfeng Gu ◽

Qingwang Wang ◽

Hong Wang ◽

Di You ◽

Ye Zhang

Keyword(s):

Matrix Factorization ◽

Nonnegative Matrix Factorization ◽

Hyperspectral Imagery ◽

Multiple Kernel Learning ◽

Nonnegative Matrix ◽

Low Rank ◽

Kernel Learning ◽

Multiple Kernel

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A multiple kernel learning approach to perform classification of groups from complex-valued fMRI data analysis: Application to schizophrenia

10.1016/j.neuroimage.2013.10.065 ◽

2014 ◽

Vol 87 ◽

pp. 1-17 ◽

Author(s):

Eduardo Castro ◽

Vanessa Gómez-Verdejo ◽

Manel Martínez-Ramón ◽

Kent A. Kiehl ◽

Vince D. Calhoun

Keyword(s):

Data Analysis ◽

Multiple Kernel Learning ◽

Kernel Learning ◽

Fmri Data ◽

Learning Approach ◽

Multiple Kernel ◽

Fmri Data Analysis ◽

Analysis Application ◽

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Multiple kernel learning for classification of diffuse lung disease using HRCT lung images

2010 Annual International Conference of the IEEE Engineering in Medicine and Biology ◽

10.1109/iembs.2010.5626113 ◽

2010 ◽

Author(s):

Kiet T Vo ◽

Arcot Sowmya

Keyword(s):

Lung Disease ◽

Multiple Kernel Learning ◽

Kernel Learning ◽

Diffuse Lung Disease ◽

Multiple Kernel ◽

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Multiple Kernel Learning for Hyperspectral Image Classification: A Review

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2017.2729882 ◽

2017 ◽

Vol 55 (11) ◽

pp. 6547-6565 ◽

Author(s):

Yanfeng Gu ◽

Jocelyn Chanussot ◽

Xiuping Jia ◽

Jon Atli Benediktsson

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Multiple Kernel Learning ◽

Kernel Learning ◽

Hyperspectral Image Classification ◽

Multiple Kernel

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Fusion of multi-scale feature using multiple kernel learning for hyperspectral image land cover classification

Optics and Precision Engineering ◽

10.3788/ope.20182604.0980 ◽

2018 ◽

Vol 26 (4) ◽

pp. 980-88 ◽

Author(s):

王庆超 WANG Qing-chao ◽

付光远 FU Guang-yuan ◽

汪洪桥 WANG Hong-qiao ◽

王超 WANG Chao

Keyword(s):

Hyperspectral Image ◽

Multiple Kernel Learning ◽

Land Cover Classification ◽

Kernel Learning ◽

Scale Feature ◽

Multi Scale ◽

Multiple Kernel

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Multiple Kernel Learning for Hyperspectral Image Classification

Hyperspectral Image Analysis - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-030-38617-7_9 ◽

2020 ◽

pp. 259-293

Author(s):

Tianzhu Liu ◽

Yanfeng Gu

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Multiple Kernel Learning ◽

Kernel Learning ◽

Hyperspectral Image Classification ◽

Multiple Kernel

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Acoustic feature selection utilizing multiple kernel learning for classification of children with autism spectrum and typically developing children

Proceedings of the 2013 IEEE/SICE International Symposium on System Integration ◽

10.1109/sii.2013.6776604 ◽

2013 ◽

Author(s):

Yasuhiro Kakihara ◽

Tetsuya Takiguchi ◽

Yasuo Ariki ◽

Yasushi Nakai ◽

Satoshi Takada

Keyword(s):

Feature Selection ◽

Multiple Kernel Learning ◽

Children With Autism ◽

Autism Spectrum ◽

Kernel Learning ◽

Typically Developing ◽

Acoustic Feature ◽

Typically Developing Children ◽

Multiple Kernel

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