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大数据挖掘与分析在图像处理中的运用探讨

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随着大数据技术的快速发展,其在图像处理领域的应用已经显示出巨大的潜力.基于该背景,为了给图像处理技术领域的研究者提供参考,文章探讨大数据挖掘与分析技术在图像处理中的运用.首先,文章介绍图像处理中应用的关键大数据技术,其次讨论大数据技术在图像处理中的应用优势,最后展示结合大数据挖掘与分析技术的船舶图像检索具体应用案例.实验证明,基于大数据技术的船舶图像检索平均查全率超过82%,并且船舶图像检索时间短,大数据技术在图像处理领域有较高的实用价值.
Exploration of the Application of Big Data Mining and Analysis in Image Processing
With the rapid development of big data technology,its application in the field of image processing has shown enormous potential.Based on this background,in order to provide reference for researchers in the field of image processing technology,this article explores the application of big data mining and analysis techniques in image processing.Firstly,the article introduces the key big data technologies applied in image processing.Secondly,it discusses the advantages of big data technology in image processing.Finally,a specific application case of ship image retrieval combining big data mining and analysis technology is presented.Experimental results have shown that the average recall rate of ship image retrieval based on big data technology exceeds 82%,and the retrieval time of ship images is short.Big data technology has high practical value in the field of image processing.

big data technologyimage processingship images

徐珺

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江苏农牧科技职业学院,江苏泰州 225300

大数据技术 图像处理 船舶图像

2024

信息与电脑
北京电子控股有限责任公司

信息与电脑

影响因子:1.143
ISSN:1003-9767
年,卷(期):2024.36(4)
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