Interactive visualization of video content and associated description for semantic annotation

被引:7
|
作者
Campanella, Marco [1 ]
Leonardi, Riccardo [1 ]
Migliorati, Pierangelo [1 ]
机构
[1] Univ Brescia, DEA, I-25123 Brescia, Italy
关键词
Semantic video annotation; Visualization; Content organization; Content description; Browsing; Low-level features;
D O I
10.1007/s11760-008-0071-6
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper, we present an intuitive graphic framework introduced for the effective visualization of video content and associated audio-visual description, with the aim to facilitate a quick understanding and annotation of the semantic content of a video sequence. The basic idea consists in the visualization of a 2D feature space in which the shots of the considered video sequence are located. Moreover, the temporal position and the specific content of each shot can be displayed and analysed in more detail. The selected features are decided by the user, and can be updated during the navigation session. In the main window, shots of the considered video sequence are displayed in a Cartesian plane, and the proposed environment offers various functionalities for automatically and semi-automatically finding and annotating the shot clusters in such feature space. With this tool the user can therefore explore graphically how the basic segments of a video sequence are distributed in the feature space, and can recognize and annotate the significant clusters and their structure. The experimental results show that browsing and annotating documents with the aid of the proposed visualization paradigms is easy and quick, since the user has a fast and intuitive access to the audio-video content, even if he or she has not seen the document yet.
引用
收藏
页码:183 / 196
页数:14
相关论文
共 50 条
  • [31] Event detection and recognition for semantic annotation of video
    Lamberto Ballan
    Marco Bertini
    Alberto Del Bimbo
    Lorenzo Seidenari
    Giuseppe Serra
    [J]. Multimedia Tools and Applications, 2011, 51 : 279 - 302
  • [32] Generation of semantic cues for sports video annotation
    Kittler, J
    Messer, K
    Christmas, WJ
    Levienaise-Obadia, B
    Koubaroulis, D
    [J]. 2001 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL III, PROCEEDINGS, 2001, : 26 - 29
  • [33] An Interactive Scene Annotation Tool for Video Surveillance
    Hu, Wenze
    Wen, Jianting
    Gong, Haifeng
    Wang, Yongtian
    [J]. 19TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOLS 1-6, 2008, : 3072 - 3075
  • [34] Learning Rules for Semantic Video Event Annotation
    Bertini, Marco
    Del Bimbo, Alberto
    Serra, Giuseppe
    [J]. VISUAL INFORMATION SYSTEMS: WEB-BASED VISUAL INFORMATION SEARCH AND MANAGEMENT, VISUAL 2008, 2008, 5188 : 192 - 203
  • [35] An interactive video annotation frameowrk with multiple modalities
    Wang, Meng
    Hua, Xian-Sheng
    Song, Yan
    Dai, Li-Rong
    Wang, Ren-Hua
    [J]. 2007 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL I, PTS 1-3, PROCEEDINGS, 2007, : 957 - +
  • [36] Multimodal Semantic Analysis and Annotation for Basketball Video
    Song Liu
    Min Xu
    Haoran Yi
    Liang-Tien Chia
    Deepu Rajan
    [J]. EURASIP Journal on Advances in Signal Processing, 2006
  • [37] Semantic Keyword Selection for Automatic Video Annotation
    Imran, Ali Shariq
    Rahadianti, Laksmita
    Cheikh, Faouzi Alaya
    Yayilgan, Sule Yildirim
    [J]. 2013 INTERNATIONAL CONFERENCE ON SIGNAL-IMAGE TECHNOLOGY & INTERNET-BASED SYSTEMS (SITIS), 2013, : 241 - 246
  • [38] Event detection and recognition for semantic annotation of video
    Ballan, Lamberto
    Bertini, Marco
    Del Bimbo, Alberto
    Seidenari, Lorenzo
    Serra, Giuseppe
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2011, 51 (01) : 279 - 302
  • [39] Hierarchical video content description and summarization using unified semantic and visual similarity
    Xingquan Zhu
    Jianping Fan
    Ahmed K. Elmagarmid
    Xindong Wu
    [J]. Multimedia Systems, 2003, 9 : 31 - 53
  • [40] Multimodal semantic analysis and annotation for basketball video
    Liu, Song
    Xu, Min
    Yi, Haoran
    Chia, Liang-Tien
    Rajan, Deepu
    [J]. EURASIP JOURNAL ON APPLIED SIGNAL PROCESSING, 2006, 2006 (1) : 1 - 13