Video key-frame extraction for smart phones

被引：2
|
作者：
Liu, Huaping [1 ,2 ]
Liu, Yulong [1 ,2 ]
Sun, Fuchun [1 ,2 ]
机构：
[1] Tsinghua Univ, Dept Comp Sci & Technol, Beijing 100084, Peoples R China
[2] TNLIST, State Key Lab Intelligent Technol & Syst, Beijing, Peoples R China
来源：
MULTIMEDIA TOOLS AND APPLICATIONS | 2016年 / 75卷 / 04期
关键词：
Video key-frame; Smart phone; User's intention; Accelerometer; SYSTEM; ACCELEROMETER; RECOGNITION;
D O I：
10.1007/s11042-014-2390-7
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, the key-frame extraction for video clips which are captured by smart phones are investigated. Different from existing work which exploits the image contents, this work utilizes the sensors embedded in the smart phone, such as accelerometers and the touch screen surface, to infer the user's intention. Those intentions are further analyzed to extract the meaningful video key-frames. The proposed method is not only fast enough for on-device implementation, but it also can improve the key-frame extraction performance. Finally, a prototype is developed in a smart phone and extensive experimental validations are provided to show the advantages of the proposed method.
引用
收藏
页码：2031 / 2049
页数：19
相关论文
共 50 条
  • [31] Image features meaning for Automatic key-frame extraction
    Di Lecce, V
    Guerriero, A
    [J]. STORAGE AND RETRIEVAL METHODS AND APPLICATIONS FOR MULTIMEDIA 2004, 2004, 5307 : 319 - 328
  • [32] A comparative analysis on major key-frame extraction techniques
    Sunuwar, Jhuma
    Borah, Samarjeet
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2024, 83 (30) : 73865 - 73910
  • [33] A rate-constrained key-frame extraction scheme for channel-aware video streaming
    Ho, YH
    Chen, WR
    Lin, CW
    [J]. ICIP: 2004 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1- 5, 2004, : 613 - 616
  • [34] Key-frame Selection in WCE Video Based on Shot Detection
    Fu, Yanan
    Liu, Haiying
    Cheng, Yu
    Yan, Tingfang
    Li, Teng
    Meng, Max Q. -H.
    [J]. PROCEEDINGS OF THE 10TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA 2012), 2012, : 5030 - 5034
  • [35] Automatic video mosaicking algorithm via dynamic key-frame
    Ji Yufeng
    Li Weixing
    Feng Kai
    Xing Boyang
    Pan Feng
    [J]. JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS, 2020, 31 (02) : 272 - 278
  • [36] Automatic video mosaicking algorithm via dynamic key-frame
    JI Yufeng
    LI Weixing
    FENG Kai
    XING Boyang
    PAN Feng
    [J]. Journal of Systems Engineering and Electronics, 2020, 31 (02) : 272 - 278
  • [37] Parallel Key Frame Extraction for Surveillance Video Service in a Smart City
    Zheng, Ran
    Yao, Chuanwei
    Jin, Hai
    Zhu, Lei
    Zhang, Qin
    Deng, Wei
    [J]. PLOS ONE, 2015, 10 (08):
  • [38] An object-behaviour based key-frame extraction method
    Wu Z.
    Liang B.
    Wu G.
    [J]. International Journal of Simulation: Systems, Science and Technology, 2016, 17 (27): : 8.1 - 8.5
  • [39] Key-Frame Extraction Based on HSV Histogram and Adaptive Clustering
    Zhao, Hong
    Wang, Wei-Jie
    Wang, Tao
    Chang, Zhao-Bin
    Zeng, Xiang-Yan
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2019, 2019
  • [40] An Efficient Method of Key-Frame Extraction Based on a Cluster Algorithm
    Zhang, Qiang
    Yu, Shao-Pei
    Zhou, Dong-Sheng
    Wei, Xiao-Peng
    [J]. JOURNAL OF HUMAN KINETICS, 2013, 39 (01) : 5 - 13
12345