激光与光电子学进展, 2019, 56 (2): 021701, 网络出版: 2019-08-01
基于相干系数的实时超声内镜合成孔径成像算法 下载: 973次
Real-Time Synthetic-Aperture Imaging Algorithm for Ultrasonic Endoscopy Based on Coherence Factor
医用光学 内窥超声成像 相干系数 并行计算 合成孔径 medical optics endoscopic ultrasound imaging coherence factor parallel computing synthetic aperture
摘要
针对医用超声内镜系统中合成孔径算法旁瓣噪声严重、时间复杂度高等问题,基于图形处理器(GPU)的高速并行处理能力,提出了一种基于相干系数的实时合成孔径算法。通过引入相干系数,对超声回波图像中的旁瓣噪声进行有效抑制。通过GPU对算法进行并行处理,提高算法的运行速度。使用仿真数据和实际暗斑回波数据进行实验验证,结果表明,该算法可以有效改善超声回波图像质量,在回波图像数据量为153 Mbit时,相较于合成孔径算法,运算速度提升了16.29倍,达6 frame·s
-1,满足医用超声内镜实时处理的要求。
Abstract
To ameliorate the serious sidelobe noise and high time complexity of the conventional synthetic-aperture algorithm in medical ultrasonic endoscopy systems, a coherence-factor-based real-time synthetic-aperture algorithm is proposed in this paper, which is realized with the high-speed parallel processing capabilities of a graphic processor (GPU). Introducing the coherence factor effectively suppresses sidelobe noise in an ultrasonic echo image, and the algorithm is processed using a GPU to improve its speed. The simulation data and the actual data are compared for experimental verification, and the proposed algorithm is shown to effectively improve the quality of the ultrasonic echo image. When the echo image size is 153 Mbit, the operation speed is 16.29 times faster than that obtained by using the conventional synthetic-aperture algorithm. A processing speed of 6 frame·s
-1 is achieved to satisfy the requirements of real-time processing for medical ultrasonic endoscopy.
肖禹泽, 陈晓冬, 徐勇, 杨晋, 盛婧, 梁浩林, 汪毅. 基于相干系数的实时超声内镜合成孔径成像算法[J]. 激光与光电子学进展, 2019, 56(2): 021701. Yuze Xiao, Xiaodong Chen, Yong Xu, Jin Yang, Jing Sheng, Haolin Liang, Yi Wang. Real-Time Synthetic-Aperture Imaging Algorithm for Ultrasonic Endoscopy Based on Coherence Factor[J]. Laser & Optoelectronics Progress, 2019, 56(2): 021701.