Hyperspectral Image Super-Resolution by Spectral Mixture Analysis and Spatial–Spectral Group Sparsity

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2016.2579661 ◽

2016 ◽

Vol 13 (9) ◽

pp. 1250-1254 ◽

Author(s):

Jie Li ◽

Qiangqiang Yuan ◽

Huanfeng Shen ◽

Xiangchao Meng ◽

Liangpei Zhang

Keyword(s):

Hyperspectral Image ◽

Super Resolution ◽

Spectral Mixture Analysis ◽

Group Sparsity ◽

Mixture Analysis ◽

Image Super Resolution ◽

Spectral Mixture ◽

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Hyperspectral Image Classification Based on Spectral Mixture Analysis for Crop Type Determination

IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2018.8519183 ◽

2018 ◽

Author(s):

Yeji Kim ◽

Yongil Kim

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Spectral Mixture Analysis ◽

Mixture Analysis ◽

Hyperspectral Image Classification ◽

Crop Type ◽

Spectral Mixture

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A sparse multiple endmember spectral mixture analysis algorithm of hyperspectral image

2014 12th International Conference on Signal Processing (ICSP) ◽

10.1109/icosp.2014.7015091 ◽

2014 ◽

Author(s):

Chun-hui Zhao ◽

Shi-ling Cui ◽

Bin Qi

Keyword(s):

Hyperspectral Image ◽

Spectral Mixture Analysis ◽

Mixture Analysis ◽

Analysis Algorithm ◽

Spectral Mixture

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Lossy hyperspectral image compression tuned for spectral mixture analysis applications on NVidia graphics processing units

10.1117/12.825462 ◽

2009 ◽

Author(s):

Antonio Plaza ◽

Javier Plaza ◽

Sergio Sánchez ◽

Abel Paz

Keyword(s):

Image Compression ◽

Graphics Processing Units ◽

Hyperspectral Image ◽

Spectral Mixture Analysis ◽

Mixture Analysis ◽

Hyperspectral Image Compression ◽

Graphics Processing ◽

Spectral Mixture

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Mapping oil spills on sea water using spectral mixture analysis of hyperspectral image data

10.1117/12.631149 ◽

2005 ◽

Author(s):

Javier Plaza ◽

Rosa Pérez ◽

Antonio Plaza ◽

Pablo Martínez ◽

David Valencia

Keyword(s):

Hyperspectral Image ◽

Sea Water ◽

Spectral Mixture Analysis ◽

Mixture Analysis ◽

Hyperspectral Image Data ◽

Spectral Mixture

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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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Kernel-based Linear Spectral Mixture Analysis for hyperspectral image classification

2009 First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing ◽

10.1109/whispers.2009.5289096 ◽

2009 ◽

Author(s):

Keng-Hao Liu ◽

Englin Wong ◽

Chein-I Chang

Keyword(s):

Image Classification ◽

Hyperspectral Image ◽

Spectral Mixture Analysis ◽

Mixture Analysis ◽

Hyperspectral Image Classification ◽

Linear Spectral Mixture Analysis ◽

Spectral Mixture

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Spatial and spectral preprocessor for spectral mixture analysis of synthetic remotely sensed hyperspectral image

2015 The International Symposium on Artificial Intelligence and Signal Processing (AISP) ◽

10.1109/aisp.2015.7123507 ◽

2015 ◽

Author(s):

Fatemeh Kowkabi ◽

Hassan Ghassemian ◽

Ahmad Keshavarz

Keyword(s):

Hyperspectral Image ◽

Remotely Sensed ◽

Spectral Mixture Analysis ◽

Mixture Analysis ◽

Spectral Mixture

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Parallel heterogeneous CBIR system for efficient hyperspectral image retrieval using spectral mixture analysis

Concurrency and Computation Practice and Experience ◽

10.1002/cpe.1555 ◽

2009 ◽

pp. n/a-n/a ◽

Author(s):

Antonio J. Plaza ◽

Javier Plaza ◽

Abel Paz

Keyword(s):

Image Retrieval ◽

Hyperspectral Image ◽

Spectral Mixture Analysis ◽

Mixture Analysis ◽

Spectral Mixture

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Mapping two Eucalyptus subgenera using multiple endmember spectral mixture analysis and continuum-removed imaging spectrometry data

Remote Sensing of Environment ◽

10.1016/j.rse.2010.12.012 ◽

2011 ◽

Vol 115 (5) ◽

pp. 1115-1128 ◽

Author(s):

Kara N. Youngentob ◽

Dar A. Roberts ◽

Alex A. Held ◽

Philip E. Dennison ◽

Xiuping Jia ◽

...

Keyword(s):

Spectral Mixture Analysis ◽

Mixture Analysis ◽

Imaging Spectrometry ◽

Spectral Mixture

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Exploring the Relationship Between 2D/3D Convolution for Hyperspectral Image Super-Resolution

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2020.3047363 ◽

2021 ◽

pp. 1-11

Author(s):

Qiang Li ◽

Qi Wang ◽

Xuelong Li

Keyword(s):

Hyperspectral Image ◽

Super Resolution ◽

Image Super Resolution ◽

The Relationship

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