光学学报, 2015, 35 (2): 0211002, 网络出版: 2015-01-09   

基于提升小波的低对比度目标偏振识别技术

Low Contrast Target Polarization Recognition Technology Based on Lifting Wavelet
作者单位
1 长春理工大学空间光电技术研究所, 吉林 长春 130022
2 长春理工大学电信学院, 吉林 长春 130022
摘要
针对低对比度环境下拍摄目标图像所产生的低识别率问题,提出了一种基于小波提升算法的偏振信息融合方法,该方法采用偏振技术进行目标探测,应用小波提升算法所具有的计算量少、处理速度快等优点将偏振度和偏振角等信息分解为高频和低频部分,分别对高、低频系数采用不同规则进行融合,使得融合后目标边缘轮廓完全从低对比度环境中凸显出来,且细节信息完整、清晰,易于人眼对目标的识别。通过对大量低对比度场景下的目标进行识别及对融合结果进行评价,实验表明,该方法能有效地提高低对比度环境下目标的识别效率,验证了算法的可行性。
Abstract
To resolve the low recognition ratio problem of the target captured in the low contrast environment, a polarization information fusion method based on wavelet lifting algorithm is proposed. The target is detected by the use of polarization technology, and the wavelet lifting algorithm with the advantage of less computation and higher processing speed is applied to decompose the polarization angle and degree of the polarization into high and low parts, then these two parts are fused with different rules to make the target edge contour distinguish from the low contrast background with full and clear details, which is more suitable for human eyes to recognize the target. A large number of target recognition experiments in low contrast environment and fusion results evaluation standards show that the proposed algorithm can effectively enhance the target recognition ratio, and its feasibility in low contrast environment is verified.
参考文献

[1] 唐珮珺, 陈飞虎, 唐志列. 偏振态的可视化及其成像技术的研究[J]. 光学学报, 2013, 33(8): 0826002.

    Tang Peijun, Chen Feihu, Tang Zhilie. Visualization of polarization state and its imaging method [J]. Acta Optica Sinica, 2013, 33(8): 0826002.

[2] J Guan, J Zhu. Target detection in turbid medium using polarization-based range-gated technology [J]. Opt Express, 2013, 12(21): 14152-14158.

[3] 李占峰, 王淑荣, 黄煜, 等. 用于偏振修正的缪勒矩阵元素的测量方法[J]. 光学学报, 2013, 33(6): 0628001.

    Li Zhanfeng, Wang Shurong, Huang Yu, et al.. A method on measurement of Mueller matrix elements for polarizaiton correlation [J]. Acta Optica Sinica, 2013, 33(6): 0628001.

[4] A El-Saba, T Bezuayehu. Fusion of Stocks vector imagery using simple logical operators: Application to the problem of surface land mine detection [C]. SPIE, 2008, 6972: 69720Q.

[5] 王新, 王学勤, 孙金祚. 基于偏振成像和图像融合的目标识别技术[J]. 激光与红外, 2007, 37(7): 676-678.

    Wang Xin, Wang Xueqin, Sun Jinzuo. Study of target identification based on polarization imaging and image fusion [J]. Laser & Infrared, 2007, 37(7): 676-678.

[6] 潘泉, 赵永强, 张洪才. 基于像素层图像融合的偏振图像计算方法研究[J]. 仪器仪表学报, 2004, 25(z1): 703-705.

    Pan Quan, Zhao Yongqiang, Zhang Hongcai. Stokes image calculation based on pixel level image fusion [J]. Chinese Journal of Scientific Instrument, 2004, 25(z1): 703-705.

[7] 张晶晶, 方勇华. 基于可见光的多波段偏振图像融合新算法[J]. 光学学报, 2008, 28(6): 1067-1072.

    Zhang Jingjing, Fang Yonghua. Novel image fusion algorithm for multi-band polarimetric image based on visible light [J]. Acta Optica Sinica, 2008, 28(6): 1067-1072.

[8] 汤飞龙, 李中梁, 步扬, 等. 旋转波片法偏振检测装置器件参数校准[J]. 光学学报, 2013, 33(9): 0912005.

    Tang Feilong, Li Zhongliang, Bu Yang, et al.. Calibration of rotating quarter-wave method based polarimeter [J]. Acta Optica Sinica, 2013, 33(9): 0912005.

[9] 汤飞龙, 李中梁, 步扬, 等. 一种提高偏振光斯托克斯参量测量精度的方法[J]. 中国激光, 2013, 40(4): 0408006.

    Tang Feilong, Li Zhongliang, Bu Yang, et al.. Method of improving measurement accuracy of Stokes parameters [J]. Chinese J Lasers, 2013, 40(4): 0408006.

[10] I Daubechies, W Sweldens. Factoring Wavelet Transforms into Lifting Steps [M]. Berlin: Springer, 2000. 131-157.

[11] 尹雯, 李元祥, 周则明, 等. 基于稀疏表示的遥感图像融合方法[J]. 光学学报, 2013, 33(4): 0428003.

    Yin Wen, Li Yuanxiang, Zhou Zeming, et al.. Remote sensing image fusion based on sparse representation [J]. Acta Optica Sinica, 2013, 33(4): 0428003.

[12] 王江岸, 肖伟岸. 区域特性量测的图像融合方法[J]. 光学与光电技术, 2003, 1(2): 57-59.

    Wang Jiangan, Xiao Weian. A method for image fusion based on area feature measure [J]. Optics & Optoelectronic Technology, 2003, 1(2): 57-59.

张肃, 付强, 段锦, 战俊彤, 姜会林. 基于提升小波的低对比度目标偏振识别技术[J]. 光学学报, 2015, 35(2): 0211002. Zhang Su, Fu Qiang, Duan Jin, Zhan Juntong, Jiang Huilin. Low Contrast Target Polarization Recognition Technology Based on Lifting Wavelet[J]. Acta Optica Sinica, 2015, 35(2): 0211002.

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