A novel image denoising method for matched filtering system

被引:0
|
作者
Xin, Xu [1 ]
机构
[1] Chongqing Elect Power Res Inst, Chongqing 401123, Peoples R China
关键词
image denoising; matched filtering; low-frequency coherent noise;
D O I
10.4028/www.scientific.net/AMM.263-266.2469
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
One method is proposed to remove the random noise and low-frequency coherent noise in the images of the optic 4f system, which is based on fusion of multiple spatial frequency spectrum images. The multiple spatial frequency spectrum images of once experiment are captured based on the image copying character from the lattice structure of spatial light modulators, which contains the same useful image information and noise with the similar distribution but different values. The random noise and coherent noise in these images are removed by combining it utilizing image fusion technique, which is similar to cumulative mean in time domain. The theoretical analysis and physical experiment suggests that the method is able to remove random noise and low-frequency coherent noise effectively and reserve the useful image information.
引用
收藏
页码:2469 / 2476
页数:8
相关论文
共 50 条
  • [41] Image Denoising via Asymptotic Nonlocal Filtering
    Liu, Xiaoyan
    Feng, Xiangchu
    Zhang, Xuande
    Li, Xiaoping
    Luo, Liang
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2015, 2015
  • [42] A Novel Image Denoising Method Based on Force Field Transform
    Zhang, Yan
    Gao, Kun
    Ni, Guoqiang
    Bai, Tingzhu
    2008 INTERNATIONAL CONFERENCE ON OPTICAL INSTRUMENTS AND TECHNOLOGY: OPTICAL SYSTEMS AND OPTOELECTRONIC INSTRUMENTS, 2009, 7156
  • [43] Novel ultrasound image denoising method based on NSCT transformation
    Yan, S. (yansheng@mail.ioa.ac.cn), 1600, Science Press (33):
  • [44] A Digital Image Denoising Algorithm Based on Gaussian Filtering and Bilateral Filtering
    Piao, Weiying
    Yuan, Yibao
    Lin, Haijun
    4TH ANNUAL INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATION AND SENSOR NETWORK (WCSN 2017), 2018, 17
  • [45] Novel Outlier Filtering Method for AOI Image Databases
    Takacs, Tibor
    Vajta, Laszlo
    IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY, 2012, 2 (04): : 700 - 709
  • [46] A novel video denoising method based on total variation and recursive temporal filtering
    Yahya, Ali Abdullah
    Tan, Jieqing
    Li, Lian
    Hu, Min
    Journal of Information and Computational Science, 2015, 12 (13): : 5063 - 5071
  • [47] Matched filtering in the visual system
    Glezer, V.D.
    Journal of Optical Technology (A Translation of Opticheskii Zhurnal), 1999, 66 (10): : 853 - 856
  • [48] Matched filtering in the visual system
    Glezer, VD
    JOURNAL OF OPTICAL TECHNOLOGY, 1999, 66 (10) : 853 - 856
  • [49] Denoising method of intensity image for laser active imaging system
    Wu, Kun
    Zhang, Hexin
    Meng, Fei
    Chen, Cong
    Wu, K. (lieutenant@vip.qq.com), 1600, Chinese Society of Astronautics (42): : 2397 - 2402
  • [50] Efficient image sharpening and denoising using adaptive guided image filtering
    Cuong Cao Pham
    Jeon, Jae Wook
    IET IMAGE PROCESSING, 2015, 9 (01) : 71 - 79