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Supercompound Imaging with Weiner Deconvolution

机译:维纳反卷积的超级复合成像

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The resolution of ultrasound imaging is restricted primarily by the blurring process of the imaging system embedded in the point spread function (PSF). Supercompounding has been found to be a highly effective way to enhance the resolution of ultrasound imaging. Here we utilize a spatial ultrasound compounding technique using a B-mode array rotated around a target in a range encompassing 180° or greater which we term "supercompounding." For some ultrasound imaging modalities, the PSF is unknown and is space variant, caused by a mono-focus imaging device. To use linear algorithms to enhance the resolution, images must be assumed to have a uniform PSF which is space invariant; otherwise, it is necessary to use complicated non-linear algorithms. Under the above circumstances, an image with a uniform PSF is the key element to more effective resolution enhancement. The supercompounding technique as here can create an image with a uniform PSF from 214 B-scan images thus allowing the use of linear algorithm enhancement. Once a supercompound image with a uniform PSF is constructed, the resolution of the image was further improved with Weiner deconvolution. The processing technique was demonstrated on imaging a dissected porcine aortic root at 5 different critical height levels both with and without inflated pressure into to the sinus. The results can be analyzed to acquire the mechanical properties and geometry of the aortic valve for future use. The resolution as measured by -6dB width of the sinus wall shows a 14% improvement.
机译:超声成像的分辨率主要受嵌入在点扩散函数(PSF)中的成像系统的模糊过程限制。已经发现超复合是增强超声成像分辨率的高效方法。在这里,我们利用空间超声复合技术,该技术使用围绕目标旋转的B模式阵列,其包围范围在180°或更大的范围内,我们称之为“超复合”。对于某些超声成像方式,PSF是未知的,并且是空间变化的,由单焦点成像设备引起。为了使用线性算法来提高分辨率,必须假定图像具有统一的PSF,且空间不变。否则,必须使用复杂的非线性算法。在上述情况下,具有均匀PSF的图像是更有效地提高分辨率的关键要素。如此处的超级复合技术可以从214个B扫描图像中创建具有均匀PSF的图像,从而允许使用线性算法增强功能。一旦构建了具有均匀PSF的超复合图像,就可以通过Weiner反卷积进一步提高图像的分辨率。在5个不同的临界高度水平对解剖的猪主动脉根部进行成像时,无论是否施加到鼻窦的压力都得到了证明,该加工技术得到了证明。可以分析结果以获取主动脉瓣的机械特性和几何形状,以备将来使用。以-6dB窦壁宽度测量的分辨率显示出14%的改善。

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