Integrated Personalized Video Summarization and Retrieval

被引:0
|
作者
Shafeian, Hessamoddin [1 ]
Bhanu, Bir [1 ]
机构
[1] Univ Calif Riverside, Ctr Res Intelligent Syst, Riverside, CA 92521 USA
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
We propose an integrated and personalized video retrieval and summarization system. We estimate and impose appropriate preference values on affinity propagation graph of the video frames. Then, our system produces the summary which is useful for the user in her/his relevance feedback and for the retrieval module for comparing video pairs. The experiments confirm the effectiveness of our approach for various query types.
引用
收藏
页码:996 / 999
页数:4
相关论文
共 50 条
  • [1] Video retrieval and summarization
    Sebe, N
    Lew, MS
    Smeulders, AWM
    COMPUTER VISION AND IMAGE UNDERSTANDING, 2003, 92 (2-3) : 141 - 146
  • [2] Resource Allocation for Personalized Video Summarization
    Chen, Fan
    De Vleeschouwer, Christophe
    Cavallaro, Andrea
    IEEE TRANSACTIONS ON MULTIMEDIA, 2014, 16 (02) : 455 - 469
  • [3] PERSONALIZED VIDEO SUMMARIZATION USING SIFT
    Darabi, Kaveh
    Ghinea, Gheorghita
    30TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING, VOLS I AND II, 2015, : 1252 - 1256
  • [4] Personalized Video Summarization with Idiom Adaptation
    Dong, Yi
    Liu, Chang
    Shen, Zhiqi
    Han, Yu
    Gao, Zhanning
    Wang, Pan
    Zhang, Changgong
    Ren, Peiran
    Xie, Xuanzong
    PROCEEDINGS OF THE 27TH ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA (MM'19), 2019, : 1041 - 1043
  • [5] PERSONALIZED VIDEO SUMMARIZATION BASED ON GROUP SCORING
    Darabi, Kaveh
    Ghinea, Gheorghita
    2014 IEEE CHINA SUMMIT & INTERNATIONAL CONFERENCE ON SIGNAL AND INFORMATION PROCESSING (CHINASIP), 2014, : 310 - 314
  • [6] Personalized Egocentric Video Summarization for Cultural Experience
    Varini, Patrizia
    Serra, Giuseppe
    Cucchiara, Rita
    ICMR'15: PROCEEDINGS OF THE 2015 ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA RETRIEVAL, 2015, : 539 - 542
  • [7] Personalized Video Summarization based on Behavior of Viewer
    Yoshitaka, Atsuo
    Sawada, Kazuya
    8TH INTERNATIONAL CONFERENCE ON SIGNAL IMAGE TECHNOLOGY & INTERNET BASED SYSTEMS (SITIS 2012), 2012, : 661 - 667
  • [8] PERSONALIZED VIDEO SUMMARIZATION BY HIGHEST QUALITY FRAMES
    Darabi, Kaveh
    Ghinea, Gheorghita
    2014 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO WORKSHOPS (ICMEW), 2014,
  • [9] Personalized Semantic Retrieval and Summarization of Web Based Documents
    Babekr, Salah T.
    Fouad, Khaled M.
    Arshad, Naveed
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2013, 4 (01) : 177 - 186
  • [10] Personalized Multi-Document Summarization in information retrieval
    Yang, Xiao-Peng
    Liu, Xiao-Rong
    PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2008, : 4108 - +