利用带通信号的超声图像插值

S. Curletto, A. Trucco
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引用次数: 0

摘要

本文研究了一种创新的插值技术,旨在生成先前失谐的合成场景的超声图像。传统的超声设备对包络提取后的数据(低通数据)进行插值处理。该方法利用包络提取前的带通数据进行插值处理,从而实现复值插值。本工作涉及超声成像。在所有可能的应用中,这里我们考虑的是指医学超声图像的生成。本工作的目的是针对超声图像的组成发展新的带通插值技术,并将其结果与目前使用的低通插值方法进行比较。传统的超声设备对图像像素进行插值处理,以这种方式对得到的灰度级进行插值处理,提取阵列接收到的解调回波的包络,并通过波束形成算法进行处理。通常采用线性插值函数,因为它在计算量上负担较小,并且在遵守空间采样定理的情况下,效果更好。另外,所设计的方法直接插值波束形成过程获得的带通信号。在包络提取过程之前进行插值是有用的,因为这个过程会导致相位信息的丢失,这对于获得更好的图像非常重要,特别是在强欠采样的情况下。特别是,在本文中,我们试图证明,在不遵守空间采样定理的情况下,对带通信号而不是低通信号(经过包络提取)进行插值处理,也可以在重建图像质量方面获得更好的结果。这一特性使得在欠采样条件下获取回波信号成为可能,从而利用寻址插值方法重建全空间采样图像。一些关于采用比线性插值更复杂的插值函数的测试已经在带通和低通信号上进行了。尽管这些函数的实现产生了不可避免的计算负荷增长,但获得的图像质量比用传统的线性函数插值得到的图像质量要好。特别是,我们的注意力一直在
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On the Interpolation of Echographic Images Exploiting Band-Pass Signals
This paper deals with the study of an innovative interpolation technique aimed at the generation of echographic images of a synthetic scene previously insonified. The traditional echographic equipments perform the interpolation process working on the data obtained after the envelope extraction (low- pass data). The proposed method carries out the interpolation process using the band-pass data before the envelope extraction, performing, in this way, a complex values interpolation. I. INTRODUCTION This work refers to the ultrasound imaging. Among all of the possible applications, here we consider the one referring to the generation of medical echographic images. The purposes of this work is the development of new band-pass interpolation techniques aimed to the composition of the echographic images, comparing the results with those obtained adopting the low-pass interpolation methods nowadays in use. The traditional echographic equipments perform the interpolation process on the image pixels, working, in this way, on the gray levels obtained extracting the envelope of the demodulated echoes received by the array and processed by the beamforming algorithm. The linear interpolation function is commonly adopted because it is less burdensome in terms of computational load and provides better results when the spatial sampling theorem is respected. Otherwise, the designed method interpolates directly the band-pass signals obtained by the beamforming process. It is useful to interpolate before the envelope extraction process, since this process causes loss of phase information, which is important to obtain a better image, especially in condition of strong undersampling. In particular, in this paper, we try to demonstrate that the interpolation process applied to the band-pass signals instead of the low-pass signals (after envelope extraction) allows to obtain better results in terms of reconstructed images quality also, as mentioned above, when the spatial sampling theorem is not respected. This characteristic makes it possible to acquire the echo signals in undersampling condition, and thus, reconstructing a fully spatial sampled image using the addressed interpolation method. Some tests regarding the adoption of interpolation functions more complex than the linear one have been carried out on both band-pass and low-pass signals. Even though the implementation of these functions produces an unavoidable computational load growth, the quality of the obtained images is better than those interpolated with traditionally linear functions. In particular, our attention has been
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