Knowledge Commons of Institute of Automation，CAS
| 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
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| Source Publication | International Journal of Automation and Computing
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| ISSN | 1476-8186 |
| 2021 | |
| Volume | 18Issue:1Pages:1-17 |
| Abstract | In 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. |
| Keyword | Computational intelligence evolutionary computation neural network deep learning remote sensing image registration |
| DOI | 10.1007/s11633-020-1248-x |
| Citation statistics | |
| Document Type | 期刊论文 |
| Identifier | http://ir.ia.ac.cn/handle/173211/42451 |
| Collection | 学术期刊_International Journal of Automation and Computing |
| Affiliation | 1.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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| File Name/Size | DocType | Version | Access | License | ||
| IJAC-2020-06-144.pdf（995KB） | 期刊论文 | 出版稿 | 开放获取 | CC BY-NC-SA | View Download | |
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