交叉相关性调整全波形反转与源编码在超声计算机断层扫描中的超声波
Nuomin Zhang1, Yue Zhao1, Yu Yuan1
1Harbin Institute of Technology, No 92 Dazhi Street, Harbin, 150001, Heilongjiang Province, China.
Ultrasonics
|July 11, 2024
概括
一种新的超声波计算断层扫描 (USCT) 算法增强了全波形反转 (FWI) 稳定性,并降低了计算成本. 这种方法改善了声音速度的重建,即使初始模型与地面真相有很大差异.
科学领域:
- 医疗成像医学成像
- 计算物理 计算物理
- 声学 声学 在声学上
背景情况:
- 全波形逆转 (FWI) 是超声计算机断层扫描 (USCT) 中用于声速成像的关键技术.
- 传统的FWI在稳定性和计算成本方面面临挑战.
- 提高FWI的稳定性对于更广泛的USCT应用至关重要.
研究的目的:
- 提出一种新的USCT算法,与源代码 (CCAFWI-SE) 进行交叉相关调整FWI.
- 提高FWI在USCT中的稳定性并降低FWI的计算成本.
- 为了证明拟议的算法在重建声速模型中的有效性.
主要方法:
- 开发了一个CCAFWI-SE算法,使用交叉相关性衍生的中间信号调整梯度.
- 实施间歇性更新策略以减少计算负载.
- 通过数值模拟和实验室实验验证实了该方法.
主要成果:
- CCAFWI-SE算法成功地汇聚到地面真实声速模型,而传统的FWI则失败了.
- 实验结果证实了改进的稳定性和准确的声速模型恢复.
- 间歇更新策略降低了计算成本,使源代码成为可能.
结论:
- 拟议的CCAFWI-SE算法显著提高了USCT重建的稳定性和稳定性.
- 这种方法扩大了FWI在初始模型差的场景中的适用性.
- 这种方法通过减少计算需求提供了实际好处,并且可以与现有技术相结合.
更多相关视频
07:13Author Spotlight: An Efficient and Robust Software for Automated Fusion of Multiple Preclinical Imaging Modalities
Published on: October 27, 2023
1.1K
07:38Real-time Monitoring of High Intensity Focused Ultrasound HIFU Ablation of In Vitro Canine Livers Using Harmonic Motion Imaging for Focused Ultrasound HMIFU
Published on: November 3, 2015
10.0K
相关概念视频
Ultrasonography
4.4K
Ultrasonography is an imaging technique that uses high-frequency sound waves to visualize the body's internal structures. It is a non-invasive and safe procedure that does not involve the use of ionizing radiation, making it widely used in various medical fields. Ultrasonography is used to study heart function, blood flow in the neck or extremities, certain conditions such as gallbladder disease, and fetal growth and development.
During an ultrasonography procedure, a handheld device called...
During an ultrasonography procedure, a handheld device called...
4.4K
Computed Tomography
4.4K
Tomography refers to imaging by sections. Computed tomography (CT) is a non-invasive imaging technique that uses computers to analyze several cross-sectional X-rays to reveal minute details about structures in the body.
The technique was invented in the 1970s and is based on the principle that as X-rays pass through the body, they are absorbed or reflected at different levels. In the technique, a patient lies on a motorized platform while a computerized axial tomography (CAT) scanner rotates...
The technique was invented in the 1970s and is based on the principle that as X-rays pass through the body, they are absorbed or reflected at different levels. In the technique, a patient lies on a motorized platform while a computerized axial tomography (CAT) scanner rotates...
4.4K
Sinusoidal Sources
503
Direct current (DC) refers to an electric current that flows in a single direction, maintaining a constant polarity. This is in contrast to alternating current (AC), which periodically changes its direction and magnitude. AC forms the backbone of modern electricity transmission and distribution systems due to its efficient long-distance transmission capabilities.
In homes, the power supplies use sinusoidal sources to provide electricity. These sources generate a voltage that varies sinusoidally...
In homes, the power supplies use sinusoidal sources to provide electricity. These sources generate a voltage that varies sinusoidally...
503
Reconstruction of Signal using Interpolation
191
Signal processing techniques are essential for accurately converting continuous signals to digital formats and vice versa. When a continuous signal is sampled with a period T, the resulting sampled signal exhibits replicas of the original spectrum in the frequency domain, spaced at intervals equal to the sampling frequency. To handle this sampled signal, a zero-order hold method can be applied, which creates a piecewise constant signal by retaining each sample's value until the next...
191
