New Image Enhancement Technique for Bone-Fracture X-ray Image.
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概要
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An efficient enhancement technique for bone fracture X-ray image is presented. In this technique a phase only synthesis is used, which is well known as a detector of an image's edge lines. The edge line image derived from the phase-only synthesis, which is also referred to here as the contour image, is very similar to the two-dimensional Laplacian image. When the observed image is not blurred, the usual two-dimensional Laplacian technique can be utilized in the process of image enhancement. In the case of medical X-ray images, however, the observed image is not always clear due to the scattering of the X-rays. For such a blurred image the Laplacian technique is not effective at image enhancement because the edge lines extracted by this technique are obscure. But, by using the phase only synthesis, we can often obtain very clear edge lines of the image even in such a blurred image. This factual result is owed to the property that the point spread function of the X-ray imaging system is well approximated by Gaussian-shape function. Gaussian-shape point spread function (PSF) is a zero phase function in its Fourier transform. Hence, the phase of the original image is not broken at all by the blurring with Gaussian-shape PSF. Thus, the phase only synthesis of the blurred image produces the very clear contour image. This means that a phase only synthesis can be well applied for an X-ray image enhancement. Furthermore when the phase only synthesis is applied to small sized sub-blocks which the image has been divided into, the more detailed edge lines of the image can also be detected. This is called sub-block phase only synthesis. In this paper using both full image and sub-block phase only syntheses, we develop a new effective X-ray image enhancement. The simulation results shows that the proposed technique is very effective for X-ray images.
- 一般社団法人 日本生体医工学会の論文
一般社団法人 日本生体医工学会 | 論文
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