The research of video matching algorithm based on spatio-temporal feature

被引:0
|
作者
Jia, Ke-Bin [1 ]
Deng, Zhi-Pin [1 ]
Zhuang, Xin-Yue [1 ]
机构
[1] Beijing Univ Sci & Technol, Coll Elect Informat & Control Engn, Beijing 100022, Peoples R China
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
The proliferation of video content makes video similarity detection an indispensable tool in video management, searching, and navigation. In this paper, an effective algorithm targets on detecting given video clips from TV programs is proposed. The algorithm has the following two advantages. Firstly, the algorithm can handle the offset of color or brightness and abrupt intense disturbance which are frequently seen on video transmission. Secondly, the algorithm is robust against TV channel noise and problems caused by video re-editing, such as the slow or fast motion. Video Spatio-Temporal Feature (VSTF) is defined to represent the content of this video. And an improved Dynamic Time Warping (DTW) algorithm is used to cope with noise and problems caused by video re-editing. Experimental results demonstrate the effectiveness of the algorithm.
引用
下载
收藏
页码:165 / 168
页数:4
相关论文
共 50 条
  • [31] PopStage: The Generation of Stage Cross-Editing Video based on Spatio-Temporal Matching
    Lee, Dawon
    Yoo, Jung Eun
    Cho, Kyungmin
    Kim, Bumki
    Im, Gyeonghun
    Noh, Junyong
    ACM TRANSACTIONS ON GRAPHICS, 2022, 41 (06):
  • [32] Spatio-temporal transform based video hashing
    Coskun, Baris
    Sankur, Bulent
    Memon, Nasir
    IEEE TRANSACTIONS ON MULTIMEDIA, 2006, 8 (06) : 1190 - 1208
  • [33] Action Recognition Algorithm of Spatio-Temporal Differential LSTM Based on Feature Enhancement
    Hu, Kai
    Zheng, Fei
    Weng, Liguo
    Ding, Yiwu
    Jin, Junlan
    APPLIED SCIENCES-BASEL, 2021, 11 (17):
  • [34] A Robust Video Fingerprinting Algorithm Based on Centroid of Spatio-temporal Gradient Orientations
    Sun, Ziqiang
    Zhu, Yuesheng
    Liu, Xiyao
    Zhang, Liming
    KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2013, 7 (11): : 2754 - 2768
  • [35] Video-scaling algorithm based on human perception for spatio-temporal stimuli
    Kuhmünch, C
    Kühne, G
    Schremmer, C
    Haenselmann, T
    MULTIMEDIA COMPUTING AND NETWORKING 2001, 2001, 4312 : 13 - 24
  • [36] Digital video watermarking algorithm based on asymmetric causal spatio-temporal filter
    Ge, Yanliang
    Bi, Hongbo
    Lu, Di
    Kong, Xiaoxue
    Zhang, Zheng
    Li, Ning
    SYSTEMS SCIENCE & CONTROL ENGINEERING, 2018, 6 (01): : 230 - 236
  • [37] No-reference Video Quality Assessment Based on Spatio-temporal Perception Feature Fusion
    Yaya Tan
    Guangqian Kong
    Xun Duan
    Huiyun Long
    Yun Wu
    Neural Processing Letters, 2023, 55 : 1317 - 1335
  • [38] Multiple Spatio-temporal Feature Learning for Video-based Emotion Recognition in the Wild
    Lu, Cheng
    Zheng, Wenming
    Li, Chaolong
    Tang, Chuangao
    Liu, Suyuan
    Yan, Simeng
    Zong, Yuan
    ICMI'18: PROCEEDINGS OF THE 20TH ACM INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, 2018, : 646 - 652
  • [39] Content-based Video Copy Detection Using Spatio-Temporal Compact Feature
    Kim, Joosub
    Nam, Jeho
    11TH INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATION TECHNOLOGY, VOLS I-III, PROCEEDINGS,: UBIQUITOUS ICT CONVERGENCE MAKES LIFE BETTER!, 2009, : 1667 - 1671
  • [40] Spatio-temporal trajectory anonymous algorithm via map matching
    Peng, R.-Q. (rqp1985@gmail.com), 1600, Northeast University (35):