Enhanced classification of remotely sensed hyperspectral images through efficient band selection using autoencoders and genetic algorithm
Author:
Publisher
Springer Science and Business Media LLC
Subject
Artificial Intelligence,Software
Link
https://link.springer.com/content/pdf/10.1007/s00521-021-06121-4.pdf
Reference64 articles.
1. Allwein EL, Schapire RE, Singer Y (2000) Reducing multiclass to binary: a unifying approach for margin classifiers. J Mach Learn Res 1:113–141
2. Bajcsy P, Groves P (2004) Methodology for hyperspectral band selection. Photogramm Eng Remote Sens 70(7):793–802
3. Bhattacharya S, Das S, Routray A (2018) Graph manifold clustering based band selection for hyperspectral face recognition. In: 2018 26th European signal processing conference (EUSIPCO). IEEE, pp 1990–1994
4. Borengasser M, Hungate WS, Watkins R (2007) Hyperspectral remote sensing: principles and applications. In: Remote sensing applications series. CRC Press
5. Burges CJ (1998) A tutorial on support vector machines for pattern recognition. Data Min Knowl Discov 2:121–167
Cited by 15 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
1. Spectral Band Selection Methodology for Future Sensor Development;2024 47th MIPRO ICT and Electronics Convention (MIPRO);2024-05-20
2. Mayfly algorithm-based semi-supervised band selection with enhanced bitonic filter for spectral-spatial hyperspectral image classification;International Journal of Remote Sensing;2024-03-11
3. Selection of Landsat-8 Operational Land Imager (OLI) Optimal Band Combinations for Mapping Alteration Zones;Remote Sensing;2024-01-18
4. Multi-view graph representation learning for hyperspectral image classification with spectral–spatial graph neural networks;Neural Computing and Applications;2023-12-07
5. An Unsupervised Band Selection Method via Contrastive Learning for Hyperspectral Images;Remote Sensing;2023-11-25
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