Partial volume effect correction in PET image using iterative deconvolution and shearlet transform

机译：使用迭代反卷积和Slicelet变换校正PET图像中的部分体积效应

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The partial volume effect (PVE) is a degradation affected the positron emission tomography (PET) images. This limitation is due to the tissue fraction effect and the limited spatial resolution of the PET image. Here, we present a new correction method based on iterative deconvolution and shearlet transform. The purpose of this findig is to overcome the amplification of noise caused by the Lucy-Richardson deconvolution algorithm (LRD). A regularization step based on a shearlet transform was used in order to reduce the noise level generated by LRD. The method provided good SNR improvements and achieved a notable intensity recovery.

机译：部分体积效应（PVE）是受正电子发射断层扫描（PET）图像影响的退化。该限制是由于组织分数效应和PET图像有限的空间分辨率所致。在这里，我们提出了一种基于迭代反卷积和Sletletlet变换的新校正方法。该发现的目的是克服由露西-理查森反卷积算法（LRD）引起的噪声放大。为了减少LRD产生的噪声水平，使用了基于剪切波变换的正则化步骤。该方法提供了良好的SNR改善，并实现了明显的强度恢复。

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《International Conference on Advanced Technologies for Signal and Image Processing》|2018年|1-6|共6页
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Hajer Jomaa; Rostom Mabrouk; Nawres Khlifa;
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Deconvolution; Transforms; Noise reduction; Positron emission tomography; Signal to noise ratio; Phantoms;

机译：去卷积变换降噪正电子发射断层成像信噪比幻像;

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专利

1. A novel partial volume effects correction technique integrating deconvolution associated with denoising within an iterative PET image reconstruction [J] . Merlin Thibaut, Visvikis Dimitris, Fernandez Philippe, Medical Physics . 2015,第2期

机译：一种新颖的部分体积效应校正技术，在迭代PET图像重建中集成了与去噪相关的去卷积
2. Incorporation of wavelet-based denoising in iterative deconvolution for partial volume correction in whole-body PET imaging. [J] . Boussion N, Cheze Le Rest C, Hatt M, European Journal of Nuclear Medicine and Molecular Imaging . 2009,第7期

机译：迭代反卷积中基于小波的降噪技术在全身PET成像中进行部分体积校正。
3. Incorporation of wavelet-based denoising in iterative deconvolution for partial volume correction in whole-body PET imaging [J] . N. Boussion, C. Cheze Le Rest, M. Hatt, European Journal of Nuclear Medicine and Molecular Imaging . 2009,第7期

机译：基于小波去噪的迭代解卷积技术在全身PET成像中进行部分体积校正
4. Partial volume effect correction in PET image using iterative deconvolution and shearlet transform [C] . Hajer Jomaa, Rostom Mabrouk, Nawres Khlifa International Conference on Advanced Technologies for Signal and Image Processing . 2018

机译：宠物图像中的部分体积效应校正使用迭代解卷积和剪切变换
5. A study of shape-dependent partial volume correction in pet imaging using ellipsoidal phantoms fabricated via rapid prototyping. [D] . Mille, Matthew M. 2013

机译：使用快速原型制作的椭圆体模在宠物成像中进行形状依赖的局部体积校正的研究。
6. Partial volume correction of brain PET studies using iterative deconvolution in combination with HYPR denoising [O] . Sandeep S. V. Golla, Mark Lubberink, Bart N. M. van Berckel, 2017

机译：迭代反卷积结合HYPR去噪对大脑PET研究的部分体积校正
7. Partial volume correction of brain PET studies using iterative deconvolution in combination with HYPR denoising [O] . Golla, Sandeep S. V., Lubberink, Mark, van Berckel, Bart N. M., 2017

机译：迭代反卷积结合HYPR去噪对大脑PET研究的部分体积校正

Partial volume effect correction in PET image using iterative deconvolution and shearlet transform

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