共 57 条
Optimization of reconstruction time of ultrasound computed tomography with a piecewise homogeneous region-based refract-ray model
被引:6
作者:
Yuan, Yu
[1
]
Zhao, Yue
[1
,3
]
Xiao, Yang
[1
]
Jin, Jing
[1
]
Feng, Naizhang
[2
]
Shen, Yi
[2
]
机构:
[1] Harbin Inst Technol, Sch Astronaut, Control Theory & Engn, Harbin, Peoples R China
[2] Harbin Inst Technol, Shenzhen Engn Lab Med Intelligent Wireless Ultraso, Harbin, Peoples R China
[3] Room 502, Main Bldg, 92 Dazhi St, Harbin, Heilongjiang, Peoples R China
来源:
关键词:
Ultrasound computed tomography;
Ray -based algorithm;
Ultrasound refraction;
Image reconstruction;
BREAST-CANCER;
IMAGES;
SEGMENTATION;
LOCALIZATION;
VELOCITY;
MAMMOGRAPHY;
ALGORITHM;
SPEED;
D O I:
10.1016/j.ultras.2022.106837
中图分类号:
O42 [声学];
学科分类号:
070206 ;
082403 ;
摘要:
In this article, a novel ultrasound computed tomography (USCT) reconstruction algorithm for breast imaging is proposed. This algorithm is based on an ultrasound propagation model, the refract-ray model (RRM). In this model, the field of imaging is assumed as piecewise homogenous and is divided into several regions. The ul-trasound propagation paths are considered polylines that only refract at the borders of the regions. The edge information is provided by B-mode imaging. Both simulations and experiments are implemented to validate the proposed algorithm. Compared with the traditional bent-ray model (BRM), the time of reconstructions using RRM decreases by over 90 %. In simulations, the imaging qualities for RRM and BRM are comparable, in terms of the root mean square error, the Tenengrad value, and the deformation of digital phantom. In the experiments, a cylindrical agar phantom is imaged using a customized imaging system. When imaging using RRM, the estimate of the phantom radius is about 0.1 mm in error, while it is about 0.3 mm in error using BRM. Moreover, the Tenengrad value of the result using RRM is much higher than that using BRM (9.76 compared to 0.79). The results show that the proposed algorithm can better delineate the phantom within a water bath. In future work, further experimental work is required to validate the method for improving imaging quality under breast -mimicking imaging conditions.
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页数:14
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