Parallel Implementation Strategy for Content Based Video Copy Detection Using a Multi-core Processor

被引:1
|
作者
Liao, Kaiyang [1 ]
Zhao, Fan [1 ]
Zhang, Mingzhu [2 ]
机构
[1] Xian Univ Technol, Sch Printing & Packaging Engn, Xian 710048, Peoples R China
[2] Xian Fanyi Univ, Dept Publ Courses, Xian 710005, Peoples R China
基金
中国国家自然科学基金;
关键词
Large-scale indexing; parallel video copy detection; parallel video retrieval; parallel clustering; EFFICIENT; SEARCH;
D O I
10.3837/tiis.2014.10.014
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Video copy detection methods have emerged in recent years for a variety of applications. However, the lack of efficiency in the usual retrieval systems restricts their use. In this paper, we propose a parallel implementation strategy for content based video copy detection (CBCD) by using a multi-core processor. This strategy can support video copy detection effectively, and the processing time tends to decrease linearly as the number of processors increases. Experiments have shown that our approach is successful in speeding up computation and as well as in keeping the performance.
引用
收藏
页码:3520 / 3537
页数:18
相关论文
共 50 条
  • [1] Parallel Implementation Strategy for CoHOG-Based Pedestrian Detection Using a Multi-Core Processor
    Miyamoto, Ryusuke
    Sugano, Hiroki
    IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2011, E94A (11) : 2315 - 2322
  • [2] Multi-Core Processor Based Parallel Implementation For Finding Distribution Vectors In Markov Processes
    Ismail, Muhammad Ali
    2013 SAUDI INTERNATIONAL ELECTRONICS, COMMUNICATIONS AND PHOTONICS CONFERENCE (SIECPC), 2013,
  • [3] A practical parallel implementation for TDLMS image filter on multi-core processor
    Devrim Akgün
    Journal of Real-Time Image Processing, 2017, 13 : 249 - 260
  • [4] A practical parallel implementation for TDLMS image filter on multi-core processor
    Akgun, Devrim
    JOURNAL OF REAL-TIME IMAGE PROCESSING, 2017, 13 (02) : 249 - 260
  • [5] Parallel Blob Extraction Using the Multi-core Cell Processor
    Kumar, Praveen
    Palaniappan, Kannappan
    Mittal, Ankush
    Seetharaman, Guna
    ADVANCED CONCEPTS FOR INTELLIGENT VISION SYSTEMS, PROCEEDINGS, 2009, 5807 : 320 - +
  • [6] Allocating tasks in multi-core processor based parallel systems
    Liu, Yi
    Zhang, Xin
    Li, He
    Qian, Depei
    2007 IFIP INTERNATIONAL CONFERENCE ON NETWORK AND PARALLEL COMPUTING WORKSHOPS, PROCEEDINGS, 2007, : 748 - +
  • [7] Parallel techniques for physically based simulation on multi-core processor architectures
    Thomaszewski, Bernhard
    Pabst, Simon
    Blochinger, Wolfgang
    COMPUTERS & GRAPHICS-UK, 2008, 32 (01): : 25 - 40
  • [8] Implementation of a Multi-core Prototyping System for a Video-Based Fire Detection Algorithm
    Park, Yong-Hun
    Kang, Myeongsu
    Kim, Jong-Myon
    FRONTIER AND INNOVATION IN FUTURE COMPUTING AND COMMUNICATIONS, 2014, 301 : 135 - 144
  • [9] A Configurable Multi-Core Processor for Teaching Parallel Processing
    Udugama, L. S. K.
    Geeganage, Janath
    Kuruppuarachchi, W. V.
    2013 8TH IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL AND INFORMATION SYSTEMS (ICIIS), 2013, : 326 - +
  • [10] A Parallel Memory System Model for Multi-core Processor
    Liu, Mengxiao
    Ji, Weixing
    Pu, Xing
    Li, Jiaxin
    NAS: 2009 IEEE INTERNATIONAL CONFERENCE ON NETWORKING, ARCHITECTURE, AND STORAGE, 2009, : 219 - 222