基于不规则采样和多拍融合的三维超声心动图改进时空体素空间插值

J. Bosch, M. van Stralen, M. Voormolen, B. Krenning, C. Lancée, J. Reiber, A. V. D. van der Steen, N. de Jong
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引用次数: 9

摘要

我们开发了一种新的多拍图像融合技术,使用特殊的时空插值来处理稀疏、不规则采样数据(ISI)。它应用于我们实验室开发的快速旋转超声(FRU)换能器获取的不规则分布的三维心脏超声数据,该换能器是一种以非常高的速度(240-480rpm)机械旋转的相控阵。在5-10秒内以~100帧/秒的速度获得高质量的2D图像。ISI在合成数据上与时空最近邻插值(STNI)进行了定量比较,并在10组体内心脏图像集上与经典三线性体素插值进行了定性比较。ISI的绝对距离误差明显低于STNI。对于活体图像,ISI体素集显示出减少的运动伪影,抑制噪声和插值伪影,更好地描绘心内膜。总之,ISI提高了快速旋转传感器在模拟和体内数据中获得的3D+T图像的质量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Improved spatiotemporal voxel space interpolation for 3D echocardiography with irregular sampling and multibeat fusion
We developed a novel multi-beat image fusion technique using a special spatiotemporal interpolation for sparse, irregularly sampled data (ISI). It is applied to irregularly distributed 3D cardiac ultrasound data acquired with the fast rotating ultrasound (FRU) transducer developed in our laboratory, a phased array rotating mechanically at very high speed (240-480rpm). High-quality 2D images are acquired at ~100 frames/s over 5-10 seconds. ISI was compared quantitatively to spatiotemporal nearest neighbor interpolation (STNI) on synthetic data and compared qualitatively to classical trilinear voxel interpolation on 10 in-vivo cardiac image sets. ISI showed considerably lower absolute distance errors than STNI. For in-vivo images, ISI voxel sets showed reduced motion artifacts, suppression of noise and interpolation artifacts and better delineation of endocardium. In conclusion, ISI improves the quality of 3D+T images acquired with a fast rotating transducer in simulated and in-vivo data.
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