Highlight summarization in sports video based on replay detection

被引：31
|
作者：
Zhao, Zhao [1 ]
Jiang, Shuqiang [1 ]
Huang, Qingming [1 ]
Zhu, Guangyu [2 ]
机构：
[1] Chinese Acad Sci, Inst Comp Technol, Beijing 100080, Peoples R China
[2] Harbin Inst Technol, Sch Comp Sci & Technol, Harbin 150001, Peoples R China
来源：
2006 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO - ICME 2006, VOLS 1-5, PROCEEDINGS | 2006年
基金：
北京市自然科学基金;
关键词：
D O I：
10.1109/ICME.2006.262855
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Highlight summarization technology has been studied widely in sports video analysis. In this paper, we propose a highlight summarization system based on replays. First the replay clips in the sports video are extracted as the highlight candidates. Then the features including audio energy and motion activity are employed to rank the arousal level of the replay clips. Finally we model the highlight with the arousal rank to generate summarization. The contribution of this paper concentrates on two aspects. Firstly, Event-Replay (ER) structure is proposed and some new features are employed to represent the arousal levels of ER for general sports video. Secondly a novel highlight model is proposed considering the inter-relation of ERs. The experiments evaluate the rationality of the system.
引用
收藏
页码：1613 / +
页数：2
相关论文
共 50 条
  • [1] Shot classification and replay detection for sports video summarization
    Javed, Ali
    Ali Khan, Amen
    [J]. FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING, 2022, 23 (05) : 790 - 800
  • [2] Replay detection in sports video sequences
    Gu, LF
    Bone, D
    Reynolds, G
    [J]. MULTIMEDIA'99, 2000, : 3 - 12
  • [3] Hierarchical video summarization based on video structure and highlight
    Geng, Yuliang
    Xu, De
    Feng, Songhe
    [J]. STRUCTURAL, SYNTACTIC, AND STATISTICAL PATTERN RECOGNITION, PROCEEDINGS, 2006, 4109 : 226 - 234
  • [4] Event detection and summarization in sports video
    Li, BX
    Sezan, MI
    [J]. IEEE WORKSHOP ON CONTENT-BASED ACCESS OF IMAGE AND VIDEO LIBRARIES, PROCEEDINGS, 2001, : 132 - 138
  • [5] Replay scene based sports video abstraction
    Ouyang, JQ
    Li, JT
    Zhang, YD
    [J]. FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, PT 2, PROCEEDINGS, 2005, 3614 : 689 - 697
  • [6] Event Detection based on Twitter Enthusiasm Degree for Generating a Sports Highlight Video
    Doman, Keisuke
    Tomita, Taishi
    Ide, Ichiro
    Deguchi, Daisuke
    Murase, Hiroshi
    [J]. PROCEEDINGS OF THE 2014 ACM CONFERENCE ON MULTIMEDIA (MM'14), 2014, : 949 - 952
  • [7] Unified Sports Video Highlight Detection Based on Multi-feature Fusion
    Song, Yu
    Wang, Wenhong
    [J]. THIRD INTERNATIONAL CONFERENCE ON MULTIMEDIA AND UBIQUITOUS ENGINEERING (MUE 2009), 2009, : 83 - 87
  • [8] Sports video summarization based on motion analysis
    Mendi, Engin
    Clemente, Helio B.
    Bayrak, Coskun
    [J]. COMPUTERS & ELECTRICAL ENGINEERING, 2013, 39 (03) : 790 - 796
  • [9] Generic slow-motion replay detection in sports video
    Wang, L
    Liu, X
    Lin, S
    Xu, GY
    Shum, HY
    [J]. ICIP: 2004 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1- 5, 2004, : 1585 - 1588
  • [10] Video Summarization Using Highlight Detection and Pairwise Deep Ranking Model
    Sridevi, M.
    Kharde, Mayuri
    [J]. INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND DATA SCIENCE, 2020, 167 : 1839 - 1848
12345