Bilateral extended FDK: An improved weighting method for static CT imaging

被引:3
作者
Zha, Keyang [1 ]
Zhao, Qingxian [1 ]
Luo, Shouhua [1 ,3 ]
Li, Yunxiang [2 ]
机构
[1] Southeast Univ, Sch Biol Sci & Med Engn, Nanjing, Peoples R China
[2] Nanovis Technol Beijing Co Ltd, Beijing, Peoples R China
[3] Southeast Univ, 2 Sipailou, Nanjing 210096, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
image reconstruction; static CT; weighting function; CONE-BEAM CT; X-RAY TOMOGRAPHY; RECONSTRUCTION; ALGORITHM; ART; FBP;
D O I
10.1002/mp.16639
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
BackgroundImproving imaging speed has always been the focus of research in CT technology, which is related to the radiation dose and imaging quality of moving organs, including heart and blood vessels. However, it is difficult to achieve further improvement by increasing the rotation speed of the gantry due to its structural strength limitation. Differing from the conventional CTs, the static CT employs dozens of ray sources to acquire projection data from different angular ranges, and each source only needs to be rotated in a small range to finish a full 360 & DEG; scan, thus greatly increasing the scanning speed. PurposeAs sources of static CT need to be evenly distributed over 360 & DEG;, the sources and detectors have to be arranged on two parallel rings independently. Such a geometry can be considered as a special case of CT systems with a significantly large cone angle, that is, a part of the detector is missing in the vicinity of the mid-plane. Due to restriction of upper and lower bounds of the cone angle of the static CT, there are uneven projection data varying in each portion of the reconstruction volume, the conventional analytical or iterative reconstruction methods may introduce artifacts in the reconstructed outcomes. MethodsFollowing the weighting approach extended FDK (xFDK) by Grimmer et al., we propose an improved bilateral xFDK algorithm (bixFDK), which focuses on the reconstruction of the expanded volume. With the same philosophy as xFDK in terms of weighting function design, bixFDK takes the longitudinal offset of the detector with respect to the source into consideration, making our method applicable to a wide range of CT geometries, especially for the static CT. Based on the proposed bixFDK, a new iterative scheme bixFDK-IR is also constructed to extend the applications to a wide range of scan protocols such as sparse-view scan. ResultsThe proposed method has been validated with the simulated phantom data and the actual clinical data of the static CT, and demonstrates that it can ensure good image quality and enlarge the reconstruction volume in z-direction of the static CT. ConclusionsThe bixFDK algorithm is an ideal reconstruction approach for static CT geometry, and the iterative scheme of bixFDK-IR is applicable to a wide range of CT geometries and scan protocols, thus providing a wide range of application scenarios.
引用
收藏
页码:251 / 266
页数:16
相关论文
共 21 条
[1]   SIMULTANEOUS ALGEBRAIC RECONSTRUCTION TECHNIQUE (SART) - A SUPERIOR IMPLEMENTATION OF THE ART ALGORITHM [J].
ANDERSEN, AH ;
KAK, AC .
ULTRASONIC IMAGING, 1984, 6 (01) :81-94
[2]   Optimization-based image reconstruction from sparse-view data in offset-detector CBCT [J].
Bian, Junguo ;
Wang, Jiong ;
Han, Xiao ;
Sidky, Emil Y. ;
Shao, Lingxiong ;
Pan, Xiaochuan .
PHYSICS IN MEDICINE AND BIOLOGY, 2013, 58 (02) :205-230
[3]   Cone-beam CT from width-truncated projections [J].
Cho, PS ;
Rudd, AD ;
Johnson, RH .
COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 1996, 20 (01) :49-57
[4]   PRACTICAL CONE-BEAM ALGORITHM [J].
FELDKAMP, LA ;
DAVIS, LC ;
KRESS, JW .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1984, 1 (06) :612-619
[5]   ALGEBRAIC RECONSTRUCTION TECHNIQUES (ART) FOR 3-DIMENSIONAL ELECTRON MICROSCOPY AND X-RAY PHOTOGRAPHY [J].
GORDON, R ;
BENDER, R ;
HERMAN, GT .
JOURNAL OF THEORETICAL BIOLOGY, 1970, 29 (03) :471-&
[6]   Angular weighted hybrid cone-beam CT reconstruction for circular trajectories [J].
Grass, M ;
Köhler, T ;
Proksa, R .
PHYSICS IN MEDICINE AND BIOLOGY, 2001, 46 (06) :1595-1610
[7]   Cone-beam CT image reconstruction with extended z range [J].
Grimmer, Rainer ;
Oelhafen, Markus ;
Elstrom, Ulrik ;
Kachelriess, Marc .
MEDICAL PHYSICS, 2009, 36 (07) :3363-3370
[8]  
Hansis E, 2010, IEEE NUCL SCI CONF R, P2228, DOI 10.1109/NSSMIC.2010.5874179
[9]   A combination-weighted Feldkamp-based reconstruction algorithm for cone-beam CT [J].
Mori, Shinichiro ;
Endo, Masahiro ;
Komatsu, Shuhei ;
Kandatsu, Susumu ;
Yashiro, Tomoyasu ;
Baba, Masayuki .
PHYSICS IN MEDICINE AND BIOLOGY, 2006, 51 (16) :3953-3965
[10]   SHORT-SCAN FAN-BEAM ALGORITHMS FOR CT [J].
NAPARSTEK, A .
IEEE TRANSACTIONS ON NUCLEAR SCIENCE, 1980, 27 (03) :1112-1120