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Spatiotemporal filtering for medical images from an infrared camera

机译:来自红外相机的医学图像的时空滤波

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In this paper we proposed an improved method for images filtering with slow time variation obtained from some successive frames of a thermovision camera investigating the heat radiated by human beings. In the first step, a single image is obtained as a result of the mean value evaluation from median filtering of all temporal frames. The standard deviation of each pixel is computed as well. The second stage consisted of a spatial filtering of the image from the first step by using the anisotropic diffusion filtering. New relations for the weighted coefficients of the diffusion matrix were proposed from the local statistic estimators. This method was tested on infrared images of different patients. Both subjective and objective evaluations of a patient image suffering from papillary thyroid cancer showed good performances for improving the signal to noise ratio and location of tumor.
机译:在本文中,我们提出了一种改进的方法,用于使用从研究人们辐射的热量的热敏摄像机的一些连续帧获得的慢速时间变化的图像过滤方法。在第一步中,由于来自所有时间帧的中值滤波的平均值评估而获得单个图像。也计算每个像素的标准偏差。通过使用各向异性扩散滤波,第二阶段由第一步是从第一步的空间滤波。从局部统计估算器提出了扩散矩阵的加权系数的新关系。该方法在不同患者的红外图像上进行了测试。患有乳头状甲状腺癌的患者图像的主观性和客观评估显示出良好的性能,可以改善肿瘤率和肿瘤位置的信号。

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