HE Yong-qiang, ZHOU Yun-chuan, REN Hong-yan, SHI Li-qing. Dual-band target tracking based on color transfer technique[J]. Journal of Applied Optics, 2012, 33(1): 64-70.
Citation: HE Yong-qiang, ZHOU Yun-chuan, REN Hong-yan, SHI Li-qing. Dual-band target tracking based on color transfer technique[J]. Journal of Applied Optics, 2012, 33(1): 64-70.
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Dual-band target tracking based on color transfer technique

  • 1.

    Department of Optics and Electronic Engineering,Ordnance Engineering College,Shijiazhuang,050003,China;

  • 2.

    Company of Postgraduate Management,Ordnance Engineering College,Shijiazhuang,050003,China

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    • Abstract
  • Since Camshift algorithm is easy to lose tracked object in complex background, this paper puts forward a tracking method based on Camshift algorithm, before which a color transfer technique is used between color reference image and fused image in YCBCR space. During color transfer, the proposed method used information of dual-band image effectively, and the target not only had the excellence of high contrast, but also enhanced the drawing of color probability distribution, the proposed method improved the efficiency of Camshift. The comparison of the visual image, color transferred infrared image and the traditional color transferred image was made using the same tracking method, a group of experimental results demonstrate that the distance between the center of tracking window and target centroid is just 3 pixels in the pictures based on proposed method, tracking precision outperforms the results of contrast experiment pictures. At the same time, the tracking time of the proposed method is 20.6 ms, which meets the real time requirement.
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    • References (1)
  • ［1］PEREZ P,HUE C,VERMAAK J,et al.Color-based probabilistic tracking［C］.Berlin:Springer-Verlag,2002.
    ［2］COMANICIU D,RAMESH V,MEER P. Kernel based object tracking［J］. IEEE Trans Pattern Analysis Machine Intelligence,2003,25(5):564-575.
    ［3］钱永青,谢勤岚. 结合Camshift和Kalman预测的运动目标跟踪［J］. 计算机工程与科学,2010,32(8):81-83.
    QIAN Yong-qing,XIE Qin-lan. Camshift and Kalman predicting based on moving target tracking［J］. Computer Engineering & Science, 2010,32(8):81-83.(in Chinese with an English abstract)
    ［4］曲巨宝,王淑娟,林宏基. 利用Camshift 算法实现运动目标自动跟踪［J］.湖南工业大学学报,2010,24(5):58-62.
    QU Ju-bao,WANG Shu-juan,LIN Hong-ji. Using Camshift algorithm to track moving objects automatically［J］. Journal of Hunan University of Technology, 2010,24(5):58-62.(in Chinese with an English abstract)
    ［5］吴良健,况璐,邓庆林,等. 基于 Camshift 和 Kalman 滤波结合的改进多目标跟踪算法［J］.现代科学仪器,2010,2(1):29-33.
    WU Liang-jian, KUANG Lu, DENG Qing-lin, et al. Improved tracking algorithm for multiple targets based on Camshift algorithm combined with Kalman filter［J］.Modern Scientific Instruments, 2010,2(1):29-33.(in Chinese with an English abstract)
    ［6］李光鑫,徐抒岩,赵运隆,等.颜色传递技术的快速彩色图像融合［J］.光学精密工程,2010,18(7):1637-1645.
    LI Guang-xin,XU Shu-yan,ZHAO Yun-long,et al. Fast color image fusion based on color transfer technique［J］. Optics and Precision Engineering, 2010,18(7):1637-1645.(in Chinese with an English abstract)
    ［7］TOET A.Natural colour mapping for multiband nightvision imagery［J］.Information Fusion,2003,4(3):155-166.
    ［8］童刚,陈灵芝.基于Camshift的跟踪系统的设计［J］.计算机技术与发展,2008,18(10):194-196.
    TONG Gang，CHEN Ling-zhi. A tracking system design based on Camshift［J］. Computer Technology and Development,2008,18(10):194-196.(in Chinese with an English abstract)
    ［9］杨红颖,吴俊峰,于永健,等. 一种基HSV空间的彩色边缘图像检索方法［J］. 中国图像图形学报,2008,13(10):2035-2038.
    YANG Hong-ying,WU Jun-feng,YU Yong-jian,et al. Content based image retrieval using color edge histogram in HSV color space［J］.Journal of Image and Graphics, 2008,13(10):2035-2038.(in Chinese with an English abstract)
    ［10］于永健,王向阳,吴俊峰. 基于颜色复杂度的加权颜色直方图图像检索算法［J］.小型微型计算机系统,2009,30(3):507-511.
    YU Yong-jian,WANG Xiang-yang,WU Jun-fen. Weighted histogram color image retrieval based on color complexity measure［J］. Journal of Chinese Computer Systems,2009,30(3): 507-511.(in Chinese with an English abstract)
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