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  • 王诗薇,蓝龙,张翔.图像标注研究及其在情报处理中的应用[J].国防科技,2017,38(05):019-022    [点击复制]
  • WANG Shiwei,LAN Long,ZHANG Xiang.Image Caption Research and its applications on intelligence processing[J].National Defense Technology,2017,38(05):019-022   [点击复制]
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图像标注研究及其在情报处理中的应用
王诗薇, 蓝龙, 张翔
(国防科技大学计算机学院)
摘要:
图像数据具有直观、信息量丰富等特点。图像标注方法通过获取图像特征,训练语言模型,实现用自然语言自动描述图像信息。简要介绍了图像标注方法的分类及其相关关键技术。研究表明,通过对大规模图像的自动描述,能更好地管理、分析海量图像信息,能高效地对图像进行分类、检索。结合特定的信息处理技术,图像标注可用于发现有价值的情报信息,为国防安全、战略决策等提供信息支撑。
关键词:  图像数据  图像标注  自然语言处理
DOI:
基金项目:
Image Caption Research and its applications on intelligence processing
WANG Shiwei, LAN Long, ZHANG Xiang
(College of Computer,National University of Defense and Technology)
Abstract:
Image data are characterized with direct yet rich information. To capture image information, image caption methods are used to extract features and train the language model. By this way, it is beneficial to manage and analyze huge amount of images, and facilitates subsequent tasks such as image classification and retrieval. Combining specific information technology, image caption can be used as an important support tool to extract valuable intelligence for national defense security and strategic decision making. This paper briefly introduces the image caption method, its classification and related key technology.
Key words:  image data  image caption  natural language processing