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2022-03-04
摘要翻译:
血容量的评估对于许多急慢性疾病的治疗至关重要。最近的研究表明,循环血容量与超声图像估计的颈内静脉(IJV)横截面积(CSA)相关。本文提出了一种结合区域生长和活动轮廓技术的半自动分割算法,以提供快速准确的IJV超声视频分割。该算法用于在图像质量、形状和时间变化范围内跟踪和分割IJV。实验结果表明,与专家手工分割相比,该算法具有较好的分割效果,并优于已有的几种结合斑点跟踪的算法。
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英文标题:
《A Semi-Automated Technique for Internal Jugular Vein Segmentation in
  Ultrasound Images Using Active Contours》
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作者:
Ebrahim Karami, Mohamed Shehata, Peter McGuire, and Andrew Smith
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最新提交年份:
2018
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分类信息:

一级分类:Electrical Engineering and Systems Science        电气工程与系统科学
二级分类:Image and Video Processing        图像和视频处理
分类描述:Theory, algorithms, and architectures for the formation, capture, processing, communication, analysis, and display of images, video, and multidimensional signals in a wide variety of applications. Topics of interest include: mathematical, statistical, and perceptual image and video modeling and representation; linear and nonlinear filtering, de-blurring, enhancement, restoration, and reconstruction from degraded, low-resolution or tomographic data; lossless and lossy compression and coding; segmentation, alignment, and recognition; image rendering, visualization, and printing; computational imaging, including ultrasound, tomographic and magnetic resonance imaging; and image and video analysis, synthesis, storage, search and retrieval.
用于图像、视频和多维信号的形成、捕获、处理、通信、分析和显示的理论、算法和体系结构。感兴趣的主题包括:数学,统计,和感知图像和视频建模和表示;线性和非线性滤波、去模糊、增强、恢复和重建退化、低分辨率或层析数据;无损和有损压缩编码;分割、对齐和识别;图像渲染、可视化和打印;计算成像,包括超声、断层和磁共振成像;以及图像和视频的分析、合成、存储、搜索和检索。
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英文摘要:
  The assessment of the blood volume is crucial for the management of many acute and chronic diseases. Recent studies have shown that circulating blood volume correlates with the cross-sectional area (CSA) of the internal jugular vein (IJV) estimated from ultrasound imagery. In this paper, a semi-automatic segmentation algorithm is proposed using a combination of region growing and active contour techniques to provide a fast and accurate segmentation of IJV ultrasound videos. The algorithm is applied to track and segment the IJV across a range of image qualities, shapes, and temporal variation. The experimental results show that the algorithm performs well compared to expert manual segmentation and outperforms several published algorithms incorporating speckle tracking.
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PDF链接:
https://arxiv.org/pdf/1710.02732
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