Video Annotation and Retrieval Using Ontologies and Rule Learning

被引：31
作者：
Ballan, Lamberto [1 ,2 ]
Bertini, Marco [3 ]
Del Bimbo, Alberto
Serra, Giuseppe [1 ,2 ]
机构：
[1] Univ Florence, Visual Informat & Media Lab, I-50121 Florence, Italy
[2] Univ Florence, Media Integrat & Commun Ctr, I-50121 Florence, Italy
[3] Univ Florence, Dept Syst & Informat, I-50121 Florence, Italy
来源：
IEEE MULTIMEDIA | 2010年 / 17卷 / 04期
关键词：
automatic video annotation; ontologies; Semantic Web; SWRL; video retrieval;
D O I：
10.1109/MMUL.2010.4
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
An approach for automatic annotation and retrieval of video content uses semantic concept classifiers and ontologies to permit expanded queries to synonyms and concept specializations. © 2010 IEEE.
引用
收藏
页码：80 / 88
页数：9
相关论文
共 20 条
  • [1] [Anonymous], P INT WORKSH MULT IN
  • [2] Improving the robustness of particle filter-based visual trackers using online parameter adaptation
    Bagdanov, Andrew D.
    Del Bimbo, Alberto
    Dini, Fabrizio
    Nunziati, Walter
    [J]. 2007 IEEE CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE, 2007, : 218 - 223
  • [3] Video semantic content analysis based on ontology
    Bai, Liang
    Lao, Songyang
    Jones, Gareth J. F.
    Smeaton, Alan F.
    [J]. IMVIP 2007: INTERNATIONAL MACHINE VISION AND IMAGE PROCESSING CONFERENCE, PROCEEDINGS, 2007, : 117 - +
  • [4] Dynamic Pictorially Enriched Ontologies for Digital Video Libraries
    Bertini, Marco
    Del Bimbo, Alberto
    Serra, Giuseppe
    Torniai, Carlo
    Cucchiara, Rita
    Grana, Costantino
    Vezzanj, Roberto
    [J]. IEEE MULTIMEDIA, 2009, 16 (02) : 42 - 51
  • [5] CHANG SF, 2008, P 6 TRECV WORKSH
  • [6] Everingham M., 2009, The pascal visual object classes challenge 2007
  • [7] Can high-level concepts fill the semantic gap in video retrieval? A case study with broadcast news
    Hauptmann, Alexander
    Yan, Rong
    Lin, Wei-Hao
    Christel, Michael
    Wactlar, Howard
    [J]. IEEE TRANSACTIONS ON MULTIMEDIA, 2007, 9 (05) : 958 - 966
  • [8] Hollink L., 2005, Proceedings of the 3rd international conference on Knowledge capture, P91
  • [9] Kennedy L, 2006, 22120067 COL U
  • [10] Association and temporal rule mining for post-filtering of semantic concept detection in video
    Liu, Ken-Hao
    Weng, Ming-Fang
    Tseng, Chi-Yao
    Chuang, Yung-Yu
    Chen, Ming-Syan
    [J]. IEEE TRANSACTIONS ON MULTIMEDIA, 2008, 10 (02) : 240 - 251
12