A review of parallel computing for large-scale remote sensing image mosaicking
文献类型：期刊论文
| 作者 | Chen, Lajiao1; Ma, Yan1; Liu, Peng1; Wei, Jingbo1; Jie, Wei1; He, Jijun1 |
| 刊名 | CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS
 |
| 出版日期 | 2015 |
| 卷号 | 18期号:2(SI)页码:6673-6688 |
| 关键词 | Image mosaicking Parallel computing Review |
| 通讯作者 | Liu, P (reprint author), Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 10094, Peoples R China. |
| 英文摘要 | Interest in image mosaicking has been spurred by a wide variety of research and management needs. However, for large-scale applications, remote sensing image mosaicking usually requires significant computational capabilities. Several studies have attempted to apply parallel computing to improve image mosaicking algorithms and to speed up calculation process. The state of the art of this field has not yet been summarized, which is, however, essential for a better understanding and for further research of image mosaicking parallelism on a large scale. This paper provides a perspective on the current state of image mosaicking parallelization for large scale applications. We firstly introduce the motivation of image mosaicking parallel for large scale application, and analyze the difficulty and problem of parallel image mosaicking at large scale such as scheduling with huge number of dependent tasks, programming with multiple-step procedure, dealing with frequent I/O operation. Then we summarize the existing studies of parallel computing in image mosaicking for large scale applications with respect to problem decomposition and parallel strategy, parallel architecture, task schedule strategy and implementation of image mosaicking parallelization. Finally, the key problems and future potential research directions for image mosaicking are addressed. |
| 研究领域[WOS] | Computer Science, Information Systems ; Computer Science, Theory & Methods |
| 收录类别 | SCI ; EI |
| 语种 | 英语 |
| WOS记录号 | WOS:000354412400003 |
| 源URL | [http://ir.ceode.ac.cn/handle/183411/38198]  |
| 专题 | 遥感与数字地球研究所_SCI/EI期刊论文_期刊论文 |
| 作者单位 | 1.[Chen, Lajiao 2.Ma, Yan 3.Liu, Peng] Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 10094, Peoples R China 4.[Wei, Jingbo] Nanchang Univ, Nanchang 330031, Peoples R China 5.[Jie, Wei] Univ West London, London W5 5RF, England 6.[He, Jijun] Capital Normal Univ, Base State Lab Urban Environm Proc & Digital Mode, Coll Resource Environm & Tourism, Beijing 100048, Peoples R China |
| 推荐引用方式 GB/T 7714 | Chen, Lajiao,Ma, Yan,Liu, Peng,et al. A review of parallel computing for large-scale remote sensing image mosaicking[J]. CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS,2015,18(2(SI)):6673-6688. |
| APA | Chen, Lajiao,Ma, Yan,Liu, Peng,Wei, Jingbo,Jie, Wei,&He, Jijun.(2015).A review of parallel computing for large-scale remote sensing image mosaicking.CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS,18(2(SI)),6673-6688. |
| MLA | Chen, Lajiao,et al."A review of parallel computing for large-scale remote sensing image mosaicking".CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS 18.2(SI)(2015):6673-6688. |
入库方式： OAI收割
来源：遥感与数字地球研究所
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