An Improved EZW Algorithm and Its Application in Intelligent Transportation Systems

被引：0
|
作者：
Wan, Genshun [1 ]
Song, Xuehua [1 ]
Bettati, Riccardo [2 ]
机构：
[1] Jiangsu Univ, Dept Comp Sci & Telecommun Engn, Zhenjiang 212013, Jiangsu, Peoples R China
[2] Texas A&M Univ, Dept Comp Sci, College Stn, TX USA
来源：
ENGINEERING LETTERS | 2014年 / 22卷 / 02期
关键词：
intelligent transportation; image compression; Embedded Zerotree Wavelet (EZW);
D O I：
暂无
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
A large number of digital images are produced during the acquisition of video signals at signalized intersection in an intelligent transportation system. Because of limited storage space and transmission bandwidth, the signals must be compressed effectively to satisfy application requirements in real time. We propose an improved Embedded Zerotree Wavelet algorithm to improve the wavelet compression performance by adopting image pretreatment, introducing dynamic threshold and adding new symbols. The experimental results show that the proposed algorithm improves both the effectiveness of data compression and its efficiency and so is well suited for real-time image acquisition, storage and transmission at signalized intersections.
引用
收藏
页码：63 / 69
页数：7
相关论文
共 50 条
  • [1] An improved EZW algorithm and its application in intelligent transportation systems
    [J]. 1600, International Association of Engineers (22):
  • [2] An Improved Support Vector Machine Algorithm and its Application in Intelligent Transportation System
    Fu, Ronghui
    [J]. 3RD INTERNATIONAL CONFERENCE ON APPLIED ENGINEERING, 2016, 51 : 601 - 606
  • [3] A New Outlier Detection Algorithm and Its Application in Intelligent Transportation System
    Lin, Gao
    Xin, Liu
    Feng, Han
    Ying, Liu
    [J]. 2014 IEEE 7TH JOINT INTERNATIONAL INFORMATION TECHNOLOGY AND ARTIFICIAL INTELLIGENCE CONFERENCE (ITAIC), 2014, : 442 - 445
  • [4] A survey of application of fuzzy logic in intelligent transportation systems (ITS) and rural ITS
    Swain, Nikunja K.
    [J]. PROCEEDINGS OF THE IEEE SOUTHEASTCON 2006, 2006, : 85 - 90
  • [5] An improved EZW algorithm for image compression
    Rui, XP
    [J]. IGARSS 2005: IEEE International Geoscience and Remote Sensing Symposium, Vols 1-8, Proceedings, 2005, : 685 - 688
  • [6] Intelligent Transportation Systems (ITS) standards
    不详
    [J]. ITE JOURNAL-INSTITUTE OF TRANSPORTATION ENGINEERS, 1997, 67 (08): : 24 - 24
  • [7] Resilience in Intelligent Transportation Systems (ITS)
    Ganin, Alexander A.
    Mersky, Avi C.
    Jin, Andrew S.
    Kitsak, Maksim
    Keisler, Jeffrey M.
    Linkov, Igor
    [J]. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2019, 100 : 318 - 329
  • [8] An Improved Intelligent Transportation Algorithm Based on Image Processing
    Su, Yang
    Guo, Zhenzi
    Zhang, Qi
    [J]. 2018 8TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS, MODELLING AND SIMULATION (ISMS), 2018, : 22 - 25
  • [9] An Improved Map Matching Algorithm for Intelligent Transportation System
    Zhang, Yongqiang
    Gao, Yanyan
    [J]. 2008 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY, VOLS 1-5, 2008, : 1082 - 1086
  • [10] An improved algorithm based on EZW for ECG signal
    Ruan, QQ
    Zhang, Y
    [J]. 2000 5TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS, VOLS I-III, 2000, : 922 - 925
12345