Bilateral Correspondence Model for Words-and-Pictures Association in Multimedia-Rich Microblogs
作者: Zhiyu WangPeng CuiLexing XieWenwu ZhuYong RuiShiqiang Yang
刊名: ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2014, Vol.10 (4), pp.1-21
来源数据库: Association for Computing Machinery Journal
DOI: 10.1145/2611388
关键词: Social mediaimage analysistopic models
原始语种摘要: Nowadays, the amount of multimedia contents in microblogs is growing significantly. More than 20% of microblogs link to a picture or video in certain large systems. The rich semantics in microblogs provides an opportunity to endow images with higher-level semantics beyond object labels. However, this raises new challenges for understanding the association between multimodal multimedia contents in multimedia-rich microblogs. Disobeying the fundamental assumptions of traditional annotation, tagging, and retrieval systems, pictures and words in multimedia-rich microblogs are loosely associated and a correspondence between pictures and words cannot be established. To address the aforementioned challenges, we present the first study analyzing and modeling the associations between...
全文获取路径: ACM  (合作)
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关键词翻译
关键词翻译
  • multimedia 多媒体
  • multimodal 多峰
  • flexible 接电绳
  • demonstrate 说明
  • Association 美国公共卫生协会
  • propose 提议
  • correspondence 通信
  • modeling 制祝型
  • picture 图像
  • retrieval 检索