基于曲线霍夫变换的医学图像模式识别

2013 8th International Symposium on Image and Signal Processing and Analysis (ISPA) Pub Date : 2013-09-01 DOI:10.1109/ISPA.2013.6703753

C. Campi, Annalisa Perasso, M. Beltrametti, A. Massone, G. Sambuceti, M. Piana

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引用次数: 6

摘要

霍夫变换是一种经典的模式识别算法，用于检测图像中的直线、圆和椭圆。最近，代数几何论证已被应用于将这种方法推广到特殊类型的曲线。在这里，我们提供的初步结果表明，该方法可用于临床x射线断层扫描图像中致密骨剖面的识别，因此可能代表一种有效的计算工具，用于血液学和肿瘤学的应用。

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Pattern recognition in medical imaging by means of the Hough transform of curves

The Hough transform is a classical pattern recognition algorithm used to detect straight lines, circles and ellipses in images. Recently, algebraic geometry arguments have been applied to generalize this approach to special classes of curves. Here we provide preliminary results showing that this method can be utilized for the recognition of compact bone profiles in clinical X-ray tomography images and therefore potentially represents an effective computational tool for applications in hematology and oncology.

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2013 8th International Symposium on Image and Signal Processing and Analysis (ISPA)

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