PERSONALIZED VIDEO SUMMARIZATION BASED ON GROUP SCORING

被引：0
|
作者：
Darabi, Kaveh [1 ]
Ghinea, Gheorghita [1 ]
机构：
[1] Brunel Univ, Sch Comp & Informat Syst, London, England
来源：
2014 IEEE CHINA SUMMIT & INTERNATIONAL CONFERENCE ON SIGNAL AND INFORMATION PROCESSING (CHINASIP) | 2014年
关键词：
Video summarization; Personalization; Upgrading frames scores; user-centred;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper an expert-based model for generation of personalized video summaries is suggested. The video frames are initially scored and annotated by multiple video experts. Thereafter, the scores for the video segments that have been assigned the higher priorities by end users will be upgraded. Considering the required summary length, the highest scored video frames will be inserted into a personalized final summary. For evaluation purposes, the video summaries generated by our system have been compared against the results from a number of automatic and semi-automatic summarization tools that use different modalities for abstraction.
引用
收藏
页码：310 / 314
页数：5
相关论文
共 50 条
  • [41] Summarization of video programs based on closed captions
    Agnihotri, L
    Devara, K
    McGee, T
    Dimitrova, N
    [J]. STORAGE AND RETRIEVAL FOR MEDIA DATABASES 2001, 2001, 4315 : 599 - 607
  • [42] SURF based Video Summarization and its Optimization
    Jadhav, Dipti
    Bhosle, Udhav
    [J]. 2017 INTERNATIONAL CONFERENCE ON COMMUNICATION AND SIGNAL PROCESSING (ICCSP), 2017, : 1252 - 1257
  • [43] Improving Video Summarization based on User Preferences
    Kannan, Rajkumar
    Ghinea, Gheorghita
    Swaminathan, Sridhar
    Kannaiyan, Suresh
    [J]. 2013 FOURTH NATIONAL CONFERENCE ON COMPUTER VISION, PATTERN RECOGNITION, IMAGE PROCESSING AND GRAPHICS (NCVPRIPG), 2013,
  • [44] ACTION BASED VIDEO SUMMARIZATION FOR CONVENIENCE STORES
    Tu, Peter
    Gao, Dashan
    Yu, Ting
    Yao, Yi
    [J]. 2012 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP 2012), 2012, : 45 - 48
  • [45] Human Face Based Approach For Video Summarization
    Hari, R.
    Roopesh, C. P.
    Wilscy, M.
    [J]. 2013 IEEE RECENT ADVANCES IN INTELLIGENT COMPUTATIONAL SYSTEMS (RAICS), 2013, : 245 - 250
  • [46] A static video summarization approach via block-based self-motivated visual attention scoring mechanism
    Wen-lin Li
    Tong Zhang
    Xiao Liu
    [J]. International Journal of Machine Learning and Cybernetics, 2023, 14 : 2991 - 3002
  • [47] Towards Personalized Video Summarization using Synchronized Comments and Probabilistic Latent Semantic Analysis
    Chung, Cheng-Tao
    Hsiung, Hsin-Kuan
    Wei, Cheng-Kuang
    Lee, Lin-shan
    [J]. 2014 IEEE 3RD GLOBAL CONFERENCE ON CONSUMER ELECTRONICS (GCCE), 2014, : 414 - 415
  • [48] Content-selection based video summarization
    Chang, I. -Cheng
    Chen, Kun-You
    [J]. ICCE: 2007 DIGEST OF TECHNICAL PAPERS INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS, 2007, : 399 - +
  • [49] Self-Attention Based Video Summarization
    Li Y.
    Wang J.
    [J]. Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics, 2020, 32 (04): : 652 - 659
  • [50] Perceptual Video Summarization-A New Framework for Video Summarization
    Thomas, Sinnu Susan
    Gupta, Sumana
    Subramanian, Venkatesh K.
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2017, 27 (08) : 1790 - 1802
12345