VideoSOM:: A SOM-based interface for video browsing

被引:0
|
作者
Barecke, Thomas
Kijak, Ewa
Nurnberger, Andreas
Detyniecki, Marcin
机构
[1] Univ Paris 06, Paris, France
[2] Otto Von Guericke Univ, IWS, Magdeburg, Germany
来源
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The VideoSOM sytem is a tool for content-based video navigation based on a growing self-organizing map. Our interface allows the user to browse the video content using simultaneously several perspectives, temporal as well as content-based representations of the video. Combined with the interaction possibilities between them this allows for efficient searching of relevant information in video content.
引用
收藏
页码:506 / 509
页数:4
相关论文
共 50 条
  • [1] SOM-based Classification Method for Moving Object in Traffic Video
    Xia, Jie
    Wu, Jian
    Cao, Yan-yan
    Cui, Zhi-ming
    [J]. 2010 THIRD INTERNATIONAL SYMPOSIUM ON INTELLIGENT INFORMATION TECHNOLOGY AND SECURITY INFORMATICS (IITSI 2010), 2010, : 138 - 142
  • [2] SOM-based optimization
    Su, MC
    Zhao, YX
    Lee, J
    [J]. 2004 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-4, PROCEEDINGS, 2004, : 781 - 786
  • [3] Efficient video compression codebooks using SOM-based vector quantisation
    Ferguson, KL
    Allinson, NM
    [J]. IEE PROCEEDINGS-VISION IMAGE AND SIGNAL PROCESSING, 2004, 151 (02): : 102 - 108
  • [4] A comprehensible SOM-based scoring system
    Huysmans, J
    Baesens, B
    Vanthienen, J
    [J]. MACHINE LEARNING AND DATA MINING IN PATTERN RECOGNITION, PROCEEDINGS, 2005, 3587 : 80 - 89
  • [5] Human-based Video Browsing - Investigating Interface Design for Fast Video Browsing
    Hurst, Wolfgang
    van de Werken, Rob
    [J]. 2015 IEEE INTERNATIONAL SYMPOSIUM ON MULTIMEDIA (ISM), 2015, : 363 - 368
  • [6] SOM-Based estimation of meteorological profiles
    Tambouratzis, T
    [J]. ADAPTIVE AND NATURAL COMPUTING ALGORITHMS, 2005, : 173 - 176
  • [7] SOM-Based Clustering and Optimization of Production
    Potocnik, Primoz
    Berlec, Tomaz
    Starbek, Marko
    Govekar, Edvard
    [J]. ENGINEERING APPLICATIONS OF NEURAL NETWORKS, PT I, 2011, 363 : 21 - 30
  • [8] A SOM-based query refinement mechanism
    Ye, HL
    Liu, HC
    [J]. DESIGN AND APPLICATION OF HYBRID INTELLIGENT SYSTEMS, 2003, 104 : 732 - 740
  • [9] SOM-based estimation of climatic profiles
    Tambouratzis, T
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2006, 21 (05) : 503 - 522
  • [10] A SOM-Based Customer Stratification Model
    Zong, Yi
    Pan, Enze
    [J]. WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2022, 2022