An improved Fourier Ptychography algorithm for ultrasonic array imaging

算法 超声波传感器 粒子群优化 计算机科学 图像质量 傅里叶变换 叠加原理 摄影术 光学 计算机视觉 数学 声学 物理 图像(数学) 衍射 数学分析
作者
Yaoyao Yang,Ruizhi Wu,Dongdong Chen,Chunlong Fei,Di Li,Yanchao Yang
出处
期刊:Computers in Biology and Medicine [Elsevier BV]
卷期号:163: 107157-107157
标识
DOI:10.1016/j.compbiomed.2023.107157
摘要

Inspired by the optical imaging algorithm, the Fourier Ptychography (FP) algorithm is adopted to improve the resolution of ultrasonic array imaging. In the FP algorithm, the steady-state spectrum is utilized to recover the high-resolution ultrasonic images. Meanwhile, the parameters of FP algorithm are empirical, which can affect the imaging quality of ultrasonic array. Then the particle swarm optimization (PSO) algorithm is used to optimize the parameters of FP algorithm to further improve the imaging quality of ultrasonic array. The tungsten imaging experiments and pig eye imaging experiments are conducted to demonstrate the feasibility and effectiveness of the developed algorithm. In addition, the proposed algorithm and the coherent wave superposition (CWS) algorithm are both based on single plane wave (SPW) algorithms and they are then compared. The results show that the CWS algorithm and FP algorithm have good longitudinal and lateral resolutions, respectively. The particle swarm optimization-based FP (PSOFP) imaging algorithm has both excellent lateral and longitudinal resolutions. The average lateral resolution of PSOFP imaging algorithm is improved by 34.47% compared with CWS imaging algorithm in the tungsten wires experiments, and the lateral boundary structure width of the lens is improved by 49.48% in the pig eye experiments. The proposed algorithm can effectively improve the ultrasonic imaging quality for medical application.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
刚刚
隐形的傲易完成签到 ,获得积分10
刚刚
Aga_Sea完成签到,获得积分10
1秒前
科研通AI6.4应助charon采纳,获得30
1秒前
CodeCraft应助菡ming采纳,获得10
1秒前
YukiXu完成签到,获得积分10
1秒前
曹玖玖完成签到,获得积分10
1秒前
chen完成签到,获得积分10
2秒前
3秒前
Bellis完成签到 ,获得积分10
3秒前
yxl发布了新的文献求助10
3秒前
小二郎应助现代听枫采纳,获得10
4秒前
白塔完成签到,获得积分10
4秒前
4秒前
4秒前
汉堡包应助C14H10采纳,获得10
4秒前
别说话发布了新的文献求助10
4秒前
勤奋山晴完成签到,获得积分10
5秒前
Billboard2023完成签到,获得积分10
5秒前
5秒前
5秒前
科研通AI6.4应助chen采纳,获得10
6秒前
LL完成签到,获得积分20
6秒前
Danish完成签到,获得积分10
6秒前
赵世琦发布了新的文献求助10
7秒前
shitou2023发布了新的文献求助10
7秒前
7秒前
7秒前
zine完成签到,获得积分10
7秒前
是ok耶完成签到,获得积分10
8秒前
8秒前
不喜欢孜然完成签到,获得积分10
8秒前
无限的千山关注了科研通微信公众号
9秒前
乐乐应助lan采纳,获得10
9秒前
冰清完成签到 ,获得积分10
10秒前
10秒前
10秒前
橙子完成签到,获得积分10
10秒前
生动以云发布了新的文献求助10
10秒前
10秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
The Organometallic Chemistry of the Transition Metals 800
Chemistry and Physics of Carbon Volume 18 800
The Organometallic Chemistry of the Transition Metals 800
Leading Academic-Practice Partnerships in Nursing and Healthcare: A Paradigm for Change 800
The formation of Australian attitudes towards China, 1918-1941 640
Signals, Systems, and Signal Processing 610
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6437017
求助须知:如何正确求助?哪些是违规求助? 8251598
关于积分的说明 17555119
捐赠科研通 5495425
什么是DOI,文献DOI怎么找? 2898391
邀请新用户注册赠送积分活动 1875166
关于科研通互助平台的介绍 1716268