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在用于骨结构研究的计算机断层扫描测量中进行过采样,作为提高空间分辨率的一种方法。

Oversampling in the computed tomography measurements applied for bone structure studies as a method of spatial resolution improvement.

作者信息

Tatoń Grzegorz, Rokita Eugeniusz, Rok Tomasz, Beckmann Felix

机构信息

Department of Biophysics, Jagiellonian University Medical College, Kraków, Poland.

出版信息

Pol J Radiol. 2012 Apr;77(2):14-8. doi: 10.12659/pjr.882965.

Abstract

BACKGROUND

Our purpose was to check the potential ability of oversampling as a method for computed tomography axial resolution improvement. The method of achieving isotropic and fine resolution, when the scanning system is characterized by anisotropic resolutions is proposed. In case of typical clinical system the axial resolution is much lower than the planar one. The idea relies on the scanning with a wide overlapping layers and subsequent resolution recovery on the level of scanning step.

MATERIAL/METHODS: Simulated three-dimensional images, as well as the real microtomographic images of rat femoral bone were used in proposed solution tests. Original high resolution images were virtually scanned with a wide beam and a small step in order to simulate the real measurements. The low resolution image series were subsequently processed in order to back to the original fine one. Original, virtually scanned and recovered images resolutions were compared with the use of modulation transfer function (MTF).

RESULTS/CONCLUSIONS: A good ability of oversampling as a method for the resolution recovery was showed. It was confirmed by comparing the resolving powers after and before resolution recovery. The MTF analysis showed resolution improvement. The resolution improvement was achieved but the image noise raised considerably, which is clearly visible on image histograms. Despite this disadvantage the proposed method can be successfully used in practice, especially in the trabecular bone studies because of high contrast between trabeculae and intertrabecular spaces.

摘要

背景

我们的目的是检验过采样作为一种提高计算机断层扫描轴向分辨率方法的潜在能力。提出了在扫描系统具有各向异性分辨率的情况下实现各向同性和高分辨率的方法。在典型的临床系统中,轴向分辨率远低于平面分辨率。该方法基于宽重叠层扫描以及随后在扫描步长级别上的分辨率恢复。

材料/方法:在提议的解决方案测试中使用了模拟三维图像以及大鼠股骨的真实显微断层图像。为了模拟实际测量,原始高分辨率图像以宽光束和小步长进行虚拟扫描。随后对低分辨率图像序列进行处理以恢复到原始的高分辨率图像。使用调制传递函数(MTF)比较原始、虚拟扫描和恢复图像的分辨率。

结果/结论:显示出过采样作为一种分辨率恢复方法具有良好的能力。通过比较分辨率恢复前后的分辨能力得以证实。MTF分析显示分辨率有所提高。虽然实现了分辨率的提高,但图像噪声显著增加,这在图像直方图上清晰可见。尽管存在这一缺点,但由于小梁与小梁间隙之间的高对比度,所提出的方法在实践中仍可成功应用,特别是在小梁骨研究中。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ab1e/3403796/bc07d11609a0/poljradiol-77-2-14-g001.jpg

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