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International Journal of Remote Sensing Volume 42, 2021 - Issue 5
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Research Article

A spatial-spectral clustering-based algorithm for endmember extraction and hyperspectral unmixing

Xiaoyu Chenga Key Laboratory of Specialty Fiber Optics and Optical Access Networks, Joint International Research Laboratory of Specialty Fiber Optics and Advanced Communication, Shanghai Institute of Advanced Communication and Data Science, Shanghai University, Shanghai, ChinaView further author information
,
Zhouyin Caia Key Laboratory of Specialty Fiber Optics and Optical Access Networks, Joint International Research Laboratory of Specialty Fiber Optics and Advanced Communication, Shanghai Institute of Advanced Communication and Data Science, Shanghai University, Shanghai, ChinaView further author information
,
Jia Lia Key Laboratory of Specialty Fiber Optics and Optical Access Networks, Joint International Research Laboratory of Specialty Fiber Optics and Advanced Communication, Shanghai Institute of Advanced Communication and Data Science, Shanghai University, Shanghai, ChinaView further author information
,
Maoxing Wenb Key Laboratory of Space Active Opto-Electronics Technology, Shanghai Institute of Technical Physics, Chinese Academy of Sciences, Shanghai, ChinaView further author information
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Yueming Wangb Key Laboratory of Space Active Opto-Electronics Technology, Shanghai Institute of Technical Physics, Chinese Academy of Sciences, Shanghai, ChinaORCID Iconhttps://orcid.org/0000-0003-0791-4836View further author information
ORCID Icon &
Dan Zenga Key Laboratory of Specialty Fiber Optics and Optical Access Networks, Joint International Research Laboratory of Specialty Fiber Optics and Advanced Communication, Shanghai Institute of Advanced Communication and Data Science, Shanghai University, Shanghai, ChinaCorrespondence[email protected]
View further author information
Pages 1948-1972 | Received 27 Jul 2020, Accepted 27 Sep 2020, Published online: 20 Dec 2020

Citations (8)

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Read on this site (4)

Qiang Guan, Tongyu Xu, Shuai Feng, Fenghua Yu & Kai Song. (2022) Optimal segmentation and improved abundance estimation for superpixel-based Hyperspectral Unmixing. European Journal of Remote Sensing 55:1, pages 485-506.
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Woojin Doo & Heeyoung Kim. (2022) Simultaneous band selection and segmentation of hyperspectral images via a mixture of finite maximum margin mixtures. International Journal of Remote Sensing 43:6, pages 2296-2314.
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C. V. S. S. Manohar Kumar, Sudhanshu Shekhar Jha, Rama Rao Nidamanuri & Vinay Kumar Dadhwal. (2022) Benchmark studies on pixel-level spectral unmixing of multi-resolution hyperspectral imagery. International Journal of Remote Sensing 43:4, pages 1451-1484.
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Xiaoyu Cheng, Zhouyin Cai, Maoxing Wen, Yueming Wang & Dan Zeng. (2021) A superpixel region merging based nonuniformity correction method for hyperspectral images. International Journal of Remote Sensing 42:23, pages 9024-9046.
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Articles from other publishers (4)

Wenzhong Tian, Qingzhan Zhao, Za Kan, Xuefeng Long, Hanqing Liu & Juntao Cheng. (2023) A New Method for Estimating Signal-to-Noise Ratio in UAV Hyperspectral Images Based on Pure Pixel Extraction. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 16, pages 399-408.
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Elizabeth Baby George, Chirag Rajendra Ternikar, Ridhee Ghosh, D. Nagesh Kumar, Cécile Gomez, Touseef Ahmad, Anand S. Sahadevan, Praveen Kumar Gupta & Arundhati Misra. (2022) Assessment of spectral reduction techniques for endmember extraction in unmixing of hyperspectral images. Advances in Space Research.
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Xiaoyu Cheng, Yating Xu, Junjie Zhang & Dan Zeng. (2022) Hyperspectral Anomaly Detection via Low-Rank Decomposition and Morphological Filtering. IEEE Geoscience and Remote Sensing Letters 19, pages 1-5.
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Ningge Yuan, Yan Gong, Shenghui Fang, Yating Liu, Bo Duan, Kaili Yang, Xianting Wu & Renshan Zhu. (2021) UAV Remote Sensing Estimation of Rice Yield Based on Adaptive Spectral Endmembers and Bilinear Mixing Model. Remote Sensing 13:11, pages 2190.
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