Evaluation of the effect of filter apodization for volume PET imaging using the 3-D RP algorithm

被引:15
作者
Baghaei, H [1 ]
Wong, WH [1 ]
Li, HD [1 ]
Uribe, J [1 ]
Wang, Y [1 ]
Aykac, M [1 ]
Liu, YQ [1 ]
Xing, T [1 ]
机构
[1] Univ Texas, MD Anderson Canc Ctr, Houston, TX 77030 USA
基金
美国国家卫生研究院;
关键词
filtering; positron emission tomography (PET); three-dimensional (3-D) image reconstruction; 3-D reprojection (3-D RP);
D O I
10.1109/TNS.2002.807945
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We investigated the influence of filter apodization and cutoff frequency on the image quality of volume positron emission tomography (PET) imaging using the three-dimensional reprojection (3-D RP) algorithm An, important parameter in 3-D RP and other filtered backprojection algorithms is the choice of the filter window function. In this study, the Hann, Hamming, and Butterworth low-pass' window functions were investigated. For each window, a range of cutoff frequencies was considered. Projection data were acquired by scanning a uniform cylindrical phantom, a cylindrical, phantom containing four small lesion,. phantoms having diameters of 39 4, 5, and 6 mm and the 3-D. Hoffman brain phantom. All in measurements were performed using the high-resolution PET camera developed at the M.D. Anderson Cancer Center (MDAPET), University of Texas, Houston, TX. This prototype camera, which is A multiring scanner with no septa, as an intrinsic transaxial resolution of 2.8 mm. The evaluation was performed by computing the noise level in the reconstructed images of the uniform phantom and the contrast recovery of the 6-mm hot lesion in.:a warm background and also by visually inspecting images, especially those of the Hoffman. brain phantom. Foe this work, we mainly studied the central slices which are less affected by the, incompleteness of the 3-D data. Overall, the Butterworth window offered a better contrast-noise performance over the Hann and Hamming windows For our high statistics data, for the Hann and Ha I mining apodization functions a cutoff frequency of 0.6-0.8 of the Nyquist frequency resulted in a reasonable compromise between the contrast recovery and noise level and for the Butterworth window a cutoff frequency of 0.4-0.6 of the Nyquist frequency,was a reasonable choice. For the low statistics data, use of lower cutoff frequencies was more appropriate.
引用
收藏
页码:3 / 8
页数:6
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