CASIA OpenIR  > 学术期刊  > International Journal of Automation and Computing
Computational Intelligence in Remote Sensing Image Registration: A survey
Yue Wu1; Jun-Wei Liu1; Chen-Zhuo Zhu1; Zhuang-Fei Bai1; Qi-Guang Miao1; Wen-Ping Ma2; Mao-Guo Gong3
Source PublicationInternational Journal of Automation and Computing
ISSN1476-8186
2021
Volume18Issue:1Pages:1-17
AbstractIn recent years, computational intelligence has been widely used in many fields and achieved remarkable performance. Evolutionary computing and deep learning are important branches of computational intelligence. Many methods based on evolutionary computation and deep learning have achieved good performance in remote sensing image registration. This paper introduces the application of computational intelligence in remote sensing image registration from the two directions of evolutionary computing and deep learning. In the part of remote sensing image registration based on evolutionary calculation, the principles of evolutionary algorithms and swarm intelligence algorithms are elaborated and their application in remote sensing image registration is discussed. The application of deep learning in remote sensing image registration is also discussed. At the same time, the development status and future of remote sensing image registration are summarized and their prospects are examined.
KeywordComputational intelligence evolutionary computation neural network deep learning remote sensing image registration
DOI10.1007/s11633-020-1248-x
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Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/42451
Collection学术期刊_International Journal of Automation and Computing
Affiliation1.Key Laboratory of Big Data and Intelligent Vision, School of Computer Science and Technology, Xidian University, Xi′an 710071, China
2.Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, School of Artificial Intelligence, Xidian University, Xi′an 710071, China
3.Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education, School of Electronic Engineering, Xidian University, Xi′an 710071, China
Recommended Citation
GB/T 7714
Yue Wu,Jun-Wei Liu,Chen-Zhuo Zhu,et al. Computational Intelligence in Remote Sensing Image Registration: A survey[J]. International Journal of Automation and Computing,2021,18(1):1-17.
APA Yue Wu.,Jun-Wei Liu.,Chen-Zhuo Zhu.,Zhuang-Fei Bai.,Qi-Guang Miao.,...&Mao-Guo Gong.(2021).Computational Intelligence in Remote Sensing Image Registration: A survey.International Journal of Automation and Computing,18(1),1-17.
MLA Yue Wu,et al."Computational Intelligence in Remote Sensing Image Registration: A survey".International Journal of Automation and Computing 18.1(2021):1-17.
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