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基于MPEG-7的视频语义检索系统

郑烇 李少波 孙志军 袁婧 王嵩

计算机应用与软件2012,Vol.29Issue(5):57-63,7.
计算机应用与软件2012,Vol.29Issue(5):57-63,7.

基于MPEG-7的视频语义检索系统

AN MPEG-7 BASED VIDEO SEMANTIC RETRIEVAL SYSTEM

郑烇 1李少波 1孙志军 1袁婧 1王嵩1

作者信息

  • 1. 中国科学技术大学自动化系 安徽 合肥 230027
  • 折叠

摘要

Abstract

A distributed video retrieval system that supports semantics, called XuNet, is designed and implemented. It uses an improved video semantic processing tool, which is based on IBM VideoAnnEx annotation tool and equipped with shot semantic graph annotation and natural language processing functions to semantically parse and annotate videos and generate MPEG-7 description files that contain semantic information. Afterwards XuNet builds distributed indices for videos' MPEG-7 files, at the meantime distributedly storing video files. The system provides abundant web query interfaces, including keywords semantic expansion query, semantic graph query and natural language query. As soon as a user submits his semantic query intention, XuNet quickly retrieves videos or segments according to his interests or even allows him to browse or play videos on demand. Owing to the distributed architecture, the whole system is highly scalable and supports mass video information indexing and retrieval.

关键词

MPEG-7/语义/视频检索/Lucene/分布式

Key words

MPEG-7/ Semantic/ Video retrieval/ Lucene/ Distributed system

分类

信息技术与安全科学

引用本文复制引用

郑烇,李少波,孙志军,袁婧,王嵩..基于MPEG-7的视频语义检索系统[J].计算机应用与软件,2012,29(5):57-63,7.

基金项目

科技部支撑计划(2008BAH28B04) (2008BAH28B04)

安徽高校省级自然科学研究重点项目(KJ2009A152) (KJ2009A152)

计算机应用与软件

OA北大核心CSCDCSTPCD

1000-386X

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