Hyperspectral Unmixing Based on Nonnegative Matrix Factorization: A Comprehensive Review

Author:

Feng Xin-Ru1ORCID,Li Heng-Chao2ORCID,Wang Rui1,Du Qian3ORCID,Jia Xiuping4ORCID,Plaza Antonio5ORCID

Affiliation:

1. School of Information Science and Technology, Southwest Jiaotong University, Chengdu, China

2. School of Information Science and Technology, National Engineering Laboratory of Integrated Transportation Big Data Application Technology, Southwest Jiaotong University, Chengdu, China

3. Department of Electrical and Computer Engineering, Mississippi State University, Mississippi State, MS, USA

4. School of Engineering and Information Technology, University of New South Wales, Canberra, ACT, Australia

5. Hyperspectral Computing Laboratory, Department of Technology of Computers and Communications, Escuela Politécnica, University of Extremadura, Cáceres, Spain

Funder

National Natural Science Foundation of China

Fundamental Research Funds for the Central Universities

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Atmospheric Science,Computers in Earth Sciences

Reference193 articles.

1. A general and adaptive robust loss function;barron,2017

2. Hyperspectral image noise reduction based on rank-1 tensor decomposition

3. A novel approach for abundance estimation in wavelet domain;s;Proc IEEE Int Geosci Remote Sens Symp,0

4. Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art

5. Discriminant Tensor Spectral–Spatial Feature Extraction for Hyperspectral Image Classification

Cited by 53 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3