Using regional information in language model based automatic concept annotation and retrieval of video

被引：0
|
作者：
Klakow, Dietrich [1 ]
机构：
[1] Univ Saarland, D-66125 Saarbrucken, Germany
来源：
2006 IEEE International Conference on Acoustics, Speech and Signal Processing, Vols 1-13 | 2006年
关键词：
D O I：
暂无
中图分类号：
O42 [声学];
学科分类号：
070206 ; 082403 ;
摘要：
In this paper we propose the use of regional information for the TREC Video Retrieval task of retrieving key-frames showing specific concepts in the image. We observe that the presence of a certain visual feature (e.g. color) is a strong indicator for a concept in particular if it occurs in a certain region of the image. We use this observation in a language model based image retrieval framework. This approach improves mean average precision from 0.187 (HMM based approach by Ghoshal et al.) to 0.221.
引用
收藏
页码：1377 / 1380
页数：4
相关论文
共 50 条
  • [21] Semantic Video Search by Automatic Video Annotation using Tensorflow
    Ashangani, Kithmi
    Wickramasinghe, K. U.
    De Silva, D. W. N.
    Gamwara, V. M.
    Nugaliyadde, Anupiya
    Mallawarachchi, Yashas
    PROCEEDINGS OF THE 2016 MANUFACTURING & INDUSTRIAL ENGINEERING SYMPOSIUM (MIES): INNOVATIVE APPLICATIONS FOR INDUSTRY, 2016, : 49 - 52
  • [22] Content Based Video Retrieval Using Information Theory
    Yarmohammadi, Hadi
    Rahmati, Mohammad
    Khadivi, Shahram
    2013 8TH IRANIAN CONFERENCE ON MACHINE VISION & IMAGE PROCESSING (MVIP 2013), 2013, : 214 - 218
  • [23] Personalization Information Retrieval Based on Unigram Language Model
    Yu Yangxin
    MECHATRONICS AND INDUSTRIAL INFORMATICS, PTS 1-4, 2013, 321-324 : 2269 - 2273
  • [24] Concept Based Information Retrieval Using Semantic Analysis
    Sherimon, P. C.
    Saad, Youssef
    Krishnan, Reshmy
    Sherimon, Vinu
    13TH MIDDLE EASTERN SIMULATION & MODELLING MULTICONFERENCE (MESM 2012) 3RD GAMEON-ARABIA CONFERENCE, 2012, : 74 - 78
  • [25] Automatic medical image annotation and retrieval using SECC
    Yao, Jian
    Antani, Sameer
    Long, Rodney
    Thoma, George
    Zhang, Zhongfei
    19TH IEEE INTERNATIONAL SYMPOSIUM ON COMPUTER-BASED MEDICAL SYSTEMS, PROCEEDINGS, 2006, : 820 - +
  • [26] Video Annotation and Retrieval Using Ontologies and Rule Learning
    Ballan, Lamberto
    Bertini, Marco
    Del Bimbo, Alberto
    Serra, Giuseppe
    IEEE MULTIMEDIA, 2010, 17 (04) : 80 - 88
  • [27] Using knowledge representation languages for video annotation and retrieval
    Bertini, M.
    D'Amico, G.
    Del Bimbo, A.
    Torniai, C.
    FLEXIBLE QUERY ANSWERING SYSTEMS, PROCEEDINGS, 2006, 4027 : 634 - 646
  • [28] Concept-based video retrieval
    University of Amsterdam, Science Park 107, 1098 XG Amsterdam, Netherlands
    Found. Trends Inf. Retr., 2008, 4 (215-322):
  • [29] Automatic Image Annotation and Retrieval Using Group Sparsity
    Zhang, Shaoting
    Huang, Junzhou
    Li, Hongsheng
    Metaxas, Dimitris N.
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2012, 42 (03): : 838 - 849
  • [30] VIDEO PATSEARCH - A NEW CONCEPT IN INFORMATION-RETRIEVAL
    TERRAGNO, PJ
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 1982, 183 (MAR): : 4 - CINF
12345