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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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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Class-Specific Sparse Multiple Kernel Learning for Spectral–Spatial Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2016.2600522 ◽

2016 ◽

Vol 54 (12) ◽

pp. 7351-7365 ◽

Author(s):

Tianzhu Liu ◽

Yanfeng Gu ◽

Xiuping Jia ◽

Jon Atli Benediktsson ◽

Jocelyn Chanussot

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Multiple Kernel Learning ◽

Kernel Learning ◽

Hyperspectral Image Classification ◽

Multiple Kernel

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Hyperspectral Image Classification Using Multiple Kernel Learning SVM with FA-KLD-LFDA for Multi Feature Selection

International Review on Computers and Software (IRECOS) ◽

10.15866/irecos.v9i8.2598 ◽

2014 ◽

Vol 9 (8) ◽

pp. 1338

Author(s):

S. Venkatesh Kumar ◽

T. Karthikeyan

Keyword(s):

Feature Selection ◽

Image Classification ◽

Hyperspectral Image ◽

Multiple Kernel Learning ◽

Kernel Learning ◽

Hyperspectral Image Classification ◽

Multiple Kernel

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Linear Spectral Mixture Analysis via Multiple-Kernel Learning for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2014.2358620 ◽

2015 ◽

Vol 53 (4) ◽

pp. 2254-2269 ◽

Author(s):

Keng-Hao Liu ◽

Yen-Yu Lin ◽

Chu-Song Chen

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Multiple Kernel Learning ◽

Kernel Learning ◽

Spectral Mixture Analysis ◽

Mixture Analysis ◽

Hyperspectral Image Classification ◽

Multiple Kernel ◽

Linear Spectral Mixture Analysis ◽

Spectral Mixture

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Sparse Multiple Kernel Learning for Hyperspectral Image Classification Using Spatial-Spectral Features

2016 Sixth International Conference on Instrumentation & Measurement, Computer, Communication and Control (IMCCC) ◽

10.1109/imccc.2016.180 ◽

2016 ◽

Author(s):

Tianzhu Liu ◽

Xudong Jin ◽

Yanfeng Gu

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Multiple Kernel Learning ◽

Kernel Learning ◽

Spectral Features ◽

Hyperspectral Image Classification ◽

Multiple Kernel

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Discriminative Multiple Kernel Learning for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2016.2530807 ◽

2016 ◽

Vol 54 (7) ◽

pp. 3912-3927 ◽

Author(s):

Qingwang Wang ◽

Yanfeng Gu ◽

Devis Tuia

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Multiple Kernel Learning ◽

Kernel Learning ◽

Hyperspectral Image Classification ◽

Multiple Kernel

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A manifold framework of multiple-kernel learning for hyperspectral image classification

Neural Computing and Applications ◽

10.1007/s00521-016-2206-y ◽

2016 ◽

Vol 28 (11) ◽

pp. 3429-3439 ◽

Author(s):

Xiaodan Xie ◽

Bohu Li ◽

Xudong Chai

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Multiple Kernel Learning ◽

Kernel Learning ◽

Hyperspectral Image Classification ◽

Multiple Kernel

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Rolling Guidance Recursive Filtering-based Multiple Kernel Learning for Hyperspectral Image Classification

IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2019.8900303 ◽

2019 ◽

Author(s):

Binge Cui ◽

Liwei Zhong ◽

Xiujuan Tian

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Multiple Kernel Learning ◽

Kernel Learning ◽

Hyperspectral Image Classification ◽

Recursive Filtering ◽

Multiple Kernel

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Nonlinear Multiple Kernel Learning With Multiple-Structure-Element Extended Morphological Profiles for Hyperspectral Image Classification

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2015.2514161 ◽

2016 ◽

Vol 54 (6) ◽

pp. 3235-3247 ◽

Author(s):

Yanfeng Gu ◽

Tianzhu Liu ◽

Xiuping Jia ◽

Jon Atli Benediktsson ◽

Jocelyn Chanussot

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Multiple Kernel Learning ◽

Kernel Learning ◽

Hyperspectral Image Classification ◽

Multiple Structure ◽

Multiple Kernel

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Spatial-spectral multiple kernel learning for hyperspectral image classification

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

10.1109/whispers.2013.8080606 ◽

2013 ◽

Author(s):

Yanfeng Gu ◽

Kai Feng ◽

Hong Wang

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Multiple Kernel Learning ◽

Kernel Learning ◽

Hyperspectral Image Classification ◽

Multiple Kernel

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