A two-level queueing system for interactive browsing and searching of video content

被引:2
|
作者
Liu, Tiecheng [1 ]
Katpelly, Ravi [1 ]
机构
[1] Univ S Carolina, Dept Comp Engn & Sci, Columbia, SC 29208 USA
关键词
interactive video content search; video indexing; video summarization; key frame selection; user-centered video search;
D O I
10.1007/s00530-006-0053-x
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a two-level queueing system for dynamic summarization and interactive searching of video content. Video frames enter the queueing system; some insignificant and redundant frames are removed; the remaining frames are pulled out of the system as top-level key frames. Using an energy-minimization method, the first queue removes the video frames that constitute the gradual transitions of video shots. The second queue measures the content similarity of video frames and reduces redundant frames. In the queueing system, all key frames are linked in a directed-graph index structure, allowing video content to be accessed at any level-of-detail. Furthermore, this graph-based index structure enables interactive video content exploration, and the system is able to retrieve the video key frames that complement the video content already viewed by users. Experimental results on four full-length videos show that our queueing system performs much better than two existing methods on video key frame selection at different compression ratios. The evaluation on video content search shows that our interactive system is more effective than other systems on eight video searching tasks. Compared with the regular media player, our system reduces the average content searching time by half.
引用
收藏
页码:289 / 306
页数:18
相关论文
共 50 条
  • [1] A two-level queueing system for interactive browsing and searching of video content
    Tiecheng Liu
    Ravi Katpelly
    [J]. Multimedia Systems, 2007, 12 : 289 - 306
  • [2] An Interactive Video Browsing With VINAS System
    Hamroun, Mohamed
    Lajmi, Sonia
    Nicolas, Henri
    Amous, Ikram
    [J]. 2018 IEEE/ACS 15TH INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS AND APPLICATIONS (AICCSA), 2018,
  • [3] Interactive content-based video indexing and browsing
    Irani, M
    Sawhney, HS
    Kumar, R
    Anandan, P
    [J]. 1997 IEEE FIRST WORKSHOP ON MULTIMEDIA SIGNAL PROCESSING, 1997, : 313 - 318
  • [4] Ethernet-based interactive video-on-demand system with two-level gateway model
    Chang, SH
    Lee, MH
    Huang, YM
    Wu, JN
    Chang, BG
    [J]. MULTIMEDIA SYSTEMS AND APPLICATIONS-BOOK, 1999, 3528 : 181 - 190
  • [5] Interactive Browsing System for Anomaly Video Surveillance
    Tien-Vu Nguyen
    Dinh Phung
    Gupta, Sunil
    Venkatesh, Svetha
    [J]. 2013 IEEE EIGHTH INTERNATIONAL CONFERENCE ON INTELLIGENT SENSORS, SENSOR NETWORKS AND INFORMATION PROCESSING, 2013, : 384 - 389
  • [6] VideoZoom: An Interactive System for Video Summarization, Browsing and Retrieval
    Juengling, Kai
    Blunsden, Scott
    Versino, Cristina
    [J]. ADVANCES IN VISUAL COMPUTING (ISVC 2014), PT 1, 2014, 8887 : 323 - 332
  • [7] Remote Interactive Browsing of Video Surveillance Content Based on JPEG 2000
    Devaux, Francois-Olivier
    Meessen, Jerome
    Parisot, Christophe
    Delaigle, Jean-Francois
    Macq, Benoit
    De Vleeschouwer, Christophe
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2009, 19 (08) : 1143 - 1157
  • [8] Improving Mobile Interactive Video QoE via Two-Level Online Cooperative Learning
    Zhang, Huanhuan
    Zhou, Anfu
    Ma, Huadong
    [J]. IEEE TRANSACTIONS ON MOBILE COMPUTING, 2023, 22 (10) : 5900 - 5917
  • [9] HMNews: an Integrated System for Searching and Browsing Hypermedia News Content
    Montagnuolo, Maurizio
    Ferri, Marco
    Messina, Alberto
    [J]. 20TH ACM CONFERENCE ON HYPERTEXT AND HYPERMEDIA (HYPERTEXT 2009), 2009, : 83 - 87
  • [10] An Intention-Aware Interactive System for Mobile Video Browsing
    He, Jun
    Zhang, Hanwang
    Shen, Ling
    Hong, Richang
    Chua, Tat-Seng
    [J]. MM'16: PROCEEDINGS OF THE 2016 ACM MULTIMEDIA CONFERENCE, 2016, : 705 - 707