计算机科学 ›› 2012, Vol. 39 ›› Issue (Z6): 532-535.

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基于Mpeg-7的图像多层次语义知识库的构建

刘小瑞,郭 浩,李海芳,陈俊杰   

  1. (太原理工大学计算机科学与技术学院 太原030024)
  • 出版日期:2018-11-16 发布日期:2018-11-16

Construction of Multi-layer Semantic Image Database Based on Mpeg-7

  • Online:2018-11-16 Published:2018-11-16

摘要: 针对当前图像库存在的图像语义内容不完整、缺乏统一描述标准、图像存储独立于DBMS而无法保证数据安全等问题,融合图像颜色、纹理、形状等低层特征、中层对象及高层情感,确定了图像库的内容框架;在修改并扩展Mpeg-7的基础上提出了基于Mpeg-7的图像多层次语义描述框架,并采用ORDB多媒体数据库实现技术在Oracle9i中实现了一个拥有188幅图像的多层语义图像库。理论分析和实验结果表明,该图像库具有自身独特的优越性。

关键词: 图像语义,个性化情感,Mpeg-7 , ORDB,图像库

Abstract: The study addressed the problems of present image database with incomplete image semantics, no-unified content description standard and no security, in which images is independent of DBMS. The content architecture of imarge database was determined with lower features such as color, texture, shape etc, middle object and higher emotion. The Mpeg-7 based multi-layer semantic description framework was proposed because of the modification and expansion of Mpeg-7. A multi-layer semantics image database with 188 images was established using ORDB multi-media database implementation techniques in Oracle9i. Theoretical analysis and experimental results shows the distinctive superiority of the image database itself.

Key words: Image semantics, Personalized emotion, Mpeg-7, ORDB, Image database

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