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Method for reducing noise in a sequence of fluoroscopic images by temporal and spatial filtering
Method for reducing noise in a sequence of fluoroscopic images by temporal and spatial filtering
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机译:通过时间和空间滤波减少荧光透视图像序列中噪声的方法
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摘要
In the field of medical imaging using fluoroscopy, a method for reducing noise in a sequence of fluoroscopic images acquired by an X-ray detector comprises for each image (xn) of the sequence: applying temporal filtering to the image (xn) at instant n, the temporal filtering comprising fluoroscopic noise reduction processing; applying spatial filtering to the image (yn) at instant n, the spatial filtering comprising: transforming the image (yn) acquired at the instant n from the spatial domain into the curvelet domain using a curvelet transform, each transformed image being represented by a set of coefficients, thresholding the coefficients of the image (yn) using a thresholding function, the thresholding function cancelling the coefficients below a third predetermined threshold, and preserving or adjusting the coefficients above the third predetermined threshold, transforming the image (Zn) whose coefficients have been thresholded from the curvelet domain into the spatial domain using an inverse curvelet transform.
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机译:在使用荧光检查的医学成像领域,一种用于减少X射线检测器所采集的荧光检查图像序列中的噪声的方法,对于该序列的每个图像(x n Sub>),包括以下步骤:在时刻n的图像(x n Sub>),时间滤波包括荧光降噪处理;在时刻n对图像(y n Sub>)进行空间滤波,所述空间滤波包括:将在时刻n从空间域获取的图像(y n Sub>)变换为使用Curvelet变换的Curvelet域,每个变换后的图像都由一组系数表示,使用阈值函数对图像的系数(y n Sub>)进行阈值处理,该阈值函数将系数降低到三分之一以下预定阈值,并保存或调整高于第三预定阈值的系数,使用反曲波变换将其系数已被阈值化的图像(Z n Sub>)从曲波域变换到空间域。
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