An Improved Inter-frame Difference Algorithm and its Application on Tidal Bore Video Auto Detection

被引:0
|
作者
Wang, Rui-Rong [1 ]
Zeng, Xu [1 ]
Xu, Cui-Fei [1 ]
Zhang, Guo-Wen [1 ]
Sun, Ying-Hong [2 ]
Liu, Yi [2 ]
机构
[1] Hangzhou Dianzi Univ, Hangzhou, Zhejiang, Peoples R China
[2] Hangzhou Hydrol & Water Resources Monitoring Stn, Hangzhou, Zhejiang, Peoples R China
来源
PROCEEDINGS OF THE 2014 INTERNATIONAL CONFERENCE ON FUTURE COMPUTER AND COMMUNICATION ENGINEERING | 2014年 / 111卷
基金
中国国家自然科学基金;
关键词
DM6446; intelligent video surveillance system; tidal detection; improved inter-frame difference algorithm; QIANTANG RIVER; SURVEILLANCE;
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
As the mother river of Zhejing Province in the east of China, Qiantang River catch dozens of people's lives every year because of the strong tidal wave. In order to prevent the tidal disaster of Qiantang River, a real-time tidal bore detection and warning system must be built up. In this paper, an improved inter-frame difference algorithm based on Sobel image edge detection technique was presented, based on this this algorithm an intelligent video surveillance system was designed also. Experiments showed that the improved inter-frame algorithm was highly efficient in tidal bore detection not only in detection result but also the detection speed and efficiency. The system included a couple of video servers run on Ti DM6446 DSP and one client run on Windows PC. With this detection system, we have implemented Tidal bore detection and warning system in Qiantang River Successfully.
引用
收藏
页码:83 / 92
页数:10
相关论文
共 50 条
  • [31] Inter-frame video forgery detection and localization using intrinsic effects of double compression on quantization errors of video coding
    Aghamaleki, Javad Abbasi
    Behrad, Alireza
    SIGNAL PROCESSING-IMAGE COMMUNICATION, 2016, 47 : 289 - 302
  • [32] Inter-frame Video Forgery Detection Based on Multi-Level Subtraction Approach for Realistic Video Forensic Applications
    Huang, Chee Cheun
    Zhang, Ying
    Thing, Vrizlynn L. L.
    2017 IEEE 2ND INTERNATIONAL CONFERENCE ON SIGNAL AND IMAGE PROCESSING (ICSIP), 2017, : 20 - 24
  • [33] A Digital Forensic Technique for Inter-Frame Video Forgery Detection Based on 3D CNN
    Bakas, Jamimamul
    Naskar, Ruchira
    INFORMATION SYSTEMS SECURITY, ICISS 2018, 2018, 11281 : 304 - 317
  • [34] An Improved Fingerprinting Algorithm for Detection of Video Frame Duplication Forgery
    Hu, Yongjian
    Li, Chang-Tsun
    Wang, Yufei
    Liu, Bei-Bei
    INTERNATIONAL JOURNAL OF DIGITAL CRIME AND FORENSICS, 2012, 4 (03) : 20 - 32
  • [35] FAST MODE DECISION ALGORITHM FOR INTER-FRAME CODING IN H.264 EXTENDED SCALABLE VIDEO CODING
    Kim, Byung-Gyu
    Reddy, Krishna
    Park, Yoon-Young
    ISCAS: 2009 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-5, 2009, : 2345 - 2348
  • [36] A Motion Vehicle Detection Method Based on Self-adaptive Background Subtraction with Cumulative Inter-frame Difference
    Zheng, Hong
    An, Wenju
    Li, Zhen
    ENGINEERING SOLUTIONS FOR MANUFACTURING PROCESSES, PTS 1-3, 2013, 655-657 : 890 - 894
  • [37] Detection and localization of inter-frame video forgeries based on inconsistency in correlation distribution between Haralick coded frames
    Bakas, Jamimamul
    Naskar, Ruchira
    Dixit, Rahul
    MULTIMEDIA TOOLS AND APPLICATIONS, 2019, 78 (04) : 4905 - 4935
  • [38] An improved moving object detection algorithm based on frame difference and edge detection
    Zhan Chaohui
    Duan Xiaohui
    Xu Shuoyu
    Song Zheng
    Luo Min
    PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON IMAGE AND GRAPHICS, 2007, : 519 - +
  • [39] An Improved Auto-correlation Algorithm and its Application in Fetal Heart Rate Detection
    Zhou, Xiong
    Xiong, Xianming
    PROCEEDINGS OF THE 2009 2ND INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING AND INFORMATICS, VOLS 1-4, 2009, : 1253 - 1257
  • [40] Detection and localization of inter-frame video forgeries based on inconsistency in correlation distribution between Haralick coded frames
    Jamimamul Bakas
    Ruchira Naskar
    Rahul Dixit
    Multimedia Tools and Applications, 2019, 78 : 4905 - 4935