计算机工程与应用
計算機工程與應用
계산궤공정여응용
Computer Engineering and Applications
2015年
21期
195-198
,共4页
环状伪影%全变差最小化%CT图像%图像降噪
環狀偽影%全變差最小化%CT圖像%圖像降譟
배상위영%전변차최소화%CT도상%도상강조
ring artifact%total variation minimization%CT image%image denoising
环状伪影是多种CT图像中普遍存在的一种伪影,主要由像元响应不理想等因素引起。全变差最小化是一种广泛使用的去噪方法,将全变差最小化应用于CT图像,在模拟投影数据中人为添加噪声并重建,使用全变差最小化进行处理,观察图像环状伪影的去除情况,并得出了图像峰值信噪比随全变差最小化次数的变化曲线。
環狀偽影是多種CT圖像中普遍存在的一種偽影,主要由像元響應不理想等因素引起。全變差最小化是一種廣汎使用的去譟方法,將全變差最小化應用于CT圖像,在模擬投影數據中人為添加譟聲併重建,使用全變差最小化進行處理,觀察圖像環狀偽影的去除情況,併得齣瞭圖像峰值信譟比隨全變差最小化次數的變化麯線。
배상위영시다충CT도상중보편존재적일충위영,주요유상원향응불이상등인소인기。전변차최소화시일충엄범사용적거조방법,장전변차최소화응용우CT도상,재모의투영수거중인위첨가조성병중건,사용전변차최소화진행처리,관찰도상배상위영적거제정황,병득출료도상봉치신조비수전변차최소화차수적변화곡선。
Ring artifact is one of common artifacts appearing in CT images, which is mainly caused by the inconsistent re-sponse of detector pixels and other factors. Total variation minimization is a widely used image denoising method. In this paper, the total variation is applied on CT image to reduce ring artifact. Simulative projection data is added with noise. Af-ter reconstruction, total variation minimization is used to process the reconstruction image. The experiment demonstrates that total variation minimization can efficiently reduce ring artifact, and a curve of PSNR shows that the result can be con-trolled by total variation minimization numbers.