| MapReduce 编程模型及其在图像处理中应用研究综述 |
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| 引用本文： | 李振举,李学军,刘涛,谢剑薇,张荣华. MapReduce 编程模型及其在图像处理中应用研究综述[J]. 测绘与空间地理信息, 2015, 0(4). DOI: 10.3969/j.issn.1672-5867.2015.04.008 |
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| 作者姓名： | 李振举 李学军 刘涛 谢剑薇 张荣华 |
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| 作者单位： | 1. 装备学院信息装备系，北京101416; 装备学院研究生管理大队，北京101416;2. 装备学院信息装备系,北京,101416;3. 71375部队,山东潍坊,261053 |
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| 基金项目： | 国防预研基金项目(20060826 |
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| 摘 要： | MapReduce在云计算及其相关应用中发挥着重要作用，将其应用到图像处理中可以提高计算效率。然而，该模型设计的初衷是处理文本数据，对图像等二进制文件的处理支持能力相对不足。在充分调研国内外文献基础上，作者从MapReduce概述、图像数据格式设计和图像处理算法研究和在遥感图像处理中的典型应用等方面进行了综述，最后探讨了MapReduce在图像处理研究中的发展趋势。第一次比较全面地对MapReduce在图像处理中的应用进行了论述，对扩展MapReduce的应用范围和提高图像处理速度具有参考价值。
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| 关 键 词： | MapReduce 图像处理 综述 |
A Survey of MapReduce Programming Model and the Model Application Research in Image Processing |
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| LI Zhen-ju,LI Xue-jun,LIU Tao,XIE Jian-wei,ZHANG Rong-hua. A Survey of MapReduce Programming Model and the Model Application Research in Image Processing[J]. Geomatics & Spatial Information Technology, 2015, 0(4). DOI: 10.3969/j.issn.1672-5867.2015.04.008 |
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| Authors: | LI Zhen-ju LI Xue-jun LIU Tao XIE Jian-wei ZHANG Rong-hua |
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| Abstract: | Abts ract:MapReduce programming model plays an important role in cloud computing and application.It will be effective to introduce this model to image processing.However, MapReduce programming model was designed to process text data which means it cannot support the binary image.On the basis of existing research, the paper gives a survey from these aspects as MapReduce programming model summary, the image processing interface design and image processing algorithm research and deploying MapReduce in remote sensing image processing, and discusses about the development in the end.It is the first time to review the MapReduce programming model in image processing and it is reference value to deploy the research scope of MapReduce programming model. |
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| Keywords: | MapReduce model image processing survey |
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