The Research on Target Recognition and Image Tracking System Based on High-speed DSP

被引:0
|
作者
Yin Chunfang [1 ]
Zhao Dean [1 ]
机构
[1] Jiangsu Univ, Coll Elect & Informat Engn, Hangzhou, Zhejiang, Peoples R China
关键词
image tracking; TMS320C6201; ATR; GASA; SSDA;
D O I
10.1109/ICCSE.2009.5228336
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
After image tracking having been applied in many fields, people are now paying more and more attention to the research in finding a real-time image tracking system with preferable precision. This system is designed to be a master-slave structure based on PC and TMS320C6201(DSP). With the DSP focusing on image processing a real-time tracking system can be realized. The classical pattern arithmetic ATR is applied in the tracking. In the paper an effective hybrid genetic algorithm (GASA) is adopted in image segmentation. The effect of image segmentation is achieved by combining the capacity of CA to reach the global optimum with the capability of SA to gain the local search ability. A correlation tracking mode optimized by SSDA can improve the tracking probability.
引用
收藏
页码:697 / 700
页数:4
相关论文
共 50 条
  • [31] Solution based on a DSP processor for high-speed processing and motion tracking of endocardial wall
    Zapata, J
    Ruiz, R
    [J]. SUBSURFACE AND SURFACE SENSING TECHNOLOGIES AND APPLICATIONS III, 2001, 4491 : 346 - 357
  • [32] Target Tracking Behind Occlusions Using a Networked High-Speed Vision System
    Noda, Akihito
    Yamakawa, Yuji
    Ishikawa, Masatoshi
    [J]. 2014 IEEE SENSORS, 2014, : 2018 - 2021
  • [33] A novel vision chip for high-speed target tracking
    Miao, Wei
    Lin, Qingyu
    Wu, Nanjian
    [J]. JAPANESE JOURNAL OF APPLIED PHYSICS PART 1-REGULAR PAPERS BRIEF COMMUNICATIONS & REVIEW PAPERS, 2007, 46 (4B): : 2220 - 2225
  • [34] A FPGA Based High-Speed Binocular Active Vision System for Tracking Circle-Shaped Target
    Du, Zhengyang
    Lu, Hong
    Yuan, Haowei
    Zhang, Wenqiang
    Chen, Chen
    Xie, Kongye
    [J]. ADVANCES IN MULTIMEDIA INFORMATION PROCESSING - PCM 2015, PT I, 2015, 9314 : 365 - 374
  • [35] High-speed target tracking control system based on short-time rotational reflection imaging
    Liu, Haoran
    Kang, Jiehu
    Feng, Luyuan
    Zhang, Jianwei
    Fan, Fei
    Zhang, Zhen
    Sun, Zefeng
    Wu, Bin
    [J]. APPLIED OPTICS, 2024, 63 (04) : 1094 - 1104
  • [36] Design of High-Speed Vision System and Algorithms Based on Distributed Parallel Processing Architecture for Target Tracking
    Zhang, Zhengtao
    Xu, De
    [J]. ASCC: 2009 7TH ASIAN CONTROL CONFERENCE, VOLS 1-3, 2009, : 1638 - 1643
  • [37] Research on the Arc Image Recognition Based on the Pantograph Videos of High-Speed Electric Multiple Unit (EMU)
    Yu, Liangliang
    Huang, Shize
    Zhang, Fan
    Li, Guanhua
    [J]. INTERNATIONAL SYMPOSIUM FOR INTELLIGENT TRANSPORTATION AND SMART CITY (ITASC) 2017 PROCEEDINGS, 2017, 62 : 290 - 301
  • [38] High-Speed Barcode Recognition System Based on OpenCV and Zbar
    Xu, Yonghui
    Qu, Zhiyong
    Zheng, Shutao
    [J]. ELEVENTH INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING (ICDIP 2019), 2019, 11179
  • [39] Multi-feature Based High-speed Ball Shape Target Tracking
    Lyu, Congyi
    Liu, Yunhui
    Li, Bing
    Chen, Haoyao
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION, 2015, : 67 - 72
  • [40] Research on Embedded Digital Image Recognition System Based on ARM-DSP
    Zhou Jianjun
    Zhou Jianhong
    [J]. 2009 2ND IEEE INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY, VOL 1, 2009, : 524 - +