Reduction of anatomical noise in medical X-ray images

被引:13
|
作者
Tischenko, O
Hoeschen, C
Buhr, E
机构
[1] Inst Radiat Protect, D-85764 Neuherberg, Germany
[2] Otto Von Guericke Univ, Dept Diagnost Radiol, D-39120 Magdeburg, Germany
[3] Phys Tech Bundesanstalt, D-38116 Braunschweig, Germany
关键词
D O I
10.1093/rpd/nch518
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The X-ray pattern of a mass of very fine non-distinguishable anatomical structures alters completely from radiograph to radiograph due to the unavoidable movements of the patient during the exposure. The corresponding image component shows noise-like behaviour and is therefore referred to as the anatomical noise. Reducing this component would enhance the quality of the clinical X-ray image and increase the detectability of radiological signal. We have found that by comparing two X-ray images of the same anatomy acquired under slightly different imaging geometry, it is possible to reduce the anatomical noise in one of the image pair. The proposed method, which allows this, is based on the appropriate attenuation in the wavelet domain. The values of attenuating factors for the wavelet coefficients are proportional to the correlation between the corresponding features of both images. This method was tested for different changes in the imaging geometry. In the case of no geometrical changes, only the quantum and the electronic noise are reduced. An effect of de-noising for the investigated images is obvious.
引用
收藏
页码:69 / 74
页数:6
相关论文
共 50 条
  • [1] Improved Noise Reduction Algorithms for Medical X-Ray Images
    Luo, Bing
    Sun, Zhongyu
    Xue, Min
    Liu, Hongbo
    2013 3RD INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS, COMMUNICATIONS AND NETWORKS (CECNET), 2013, : 359 - 362
  • [2] Comparison of technical and anatomical noise in digital thorax X-ray images
    Hoeschen, C
    Tischenko, O
    Buhr, E
    Illers, H
    RADIATION PROTECTION DOSIMETRY, 2005, 114 (1-3) : 75 - 80
  • [3] NOISE REMOVAL FOR MEDICAL X-RAY IMAGES IN MULTIWAVELET DOMAIN
    Lu, Jianming
    Wang, Ling
    Li, Yeqiu
    Yahagi, Takashi
    INTERNATIONAL JOURNAL OF IMAGE AND GRAPHICS, 2008, 8 (01) : 25 - 46
  • [4] Noise removal for medical X-ray images in wavelet domain
    Wang, Ling
    Lu, Jianming
    Li, Yeqiu
    Yahagi, Takashi
    Okamoto, Takahide
    ELECTRICAL ENGINEERING IN JAPAN, 2008, 163 (03) : 37 - 46
  • [5] Noise removal for medical X-ray images in wavelet domain
    Chiba University, Japan
    不详
    Electrical Engineering in Japan (English translation of Denki Gakkai Ronbunshi), 2008, 163 (03): : 37 - 46
  • [6] NOISE REDUCTION IN REAL TIME X-RAY IMAGES.
    Tsuda, Motohisa
    Kimura, Yutaro
    Japanese Journal of Applied Physics, Part 1: Regular Papers & Short Notes, 1986, 25 (06): : 891 - 901
  • [7] Noise removal for medical X-ray images in multiwavelet domain
    Wang, Ling
    Lu, Jianming
    Li, Yeqiu
    Yahagi, Takashi
    2006 INTERNATIONAL SYMPOSIUM ON INTELLIGENT SIGNAL PROCESSING AND COMMUNICATIONS, VOLS 1 AND 2, 2006, : 549 - +
  • [8] NOISE-REDUCTION IN REAL-TIME X-RAY IMAGES
    TSUDA, M
    KIMURA, Y
    JAPANESE JOURNAL OF APPLIED PHYSICS PART 1-REGULAR PAPERS SHORT NOTES & REVIEW PAPERS, 1986, 25 (06): : 891 - 901
  • [9] Noise reduction using wavelet with application to medical X-ray image
    Wang, Ling
    Lu, Jianming
    Li, Yeqiu
    Yahagi, Takashi
    Okamoto, Takahide
    2005 IEEE International Conference on Industrial Technology - (ICIT), Vols 1 and 2, 2005, : 97 - 102
  • [10] The optimization of medical X-ray images
    Garaguly, Z.
    Kozlovszky, M.
    Kovacs, L.
    2016 IEEE 14TH INTERNATIONAL SYMPOSIUM ON APPLIED MACHINE INTELLIGENCE AND INFORMATICS (SAMI), 2016, : 147 - 152