Literature DB >> 16467583

A three-dimensional-weighted cone beam filtered backprojection (CB-FBP) algorithm for image reconstruction in volumetric CT-helical scanning.

Xiangyang Tang1, Jiang Hsieh, Roy A Nilsen, Sandeep Dutta, Dmitry Samsonov, Akira Hagiwara.   

Abstract

Based on the structure of the original helical FDK algorithm, a three-dimensional (3D)-weighted cone beam filtered backprojection (CB-FBP) algorithm is proposed for image reconstruction in volumetric CT under helical source trajectory. In addition to its dependence on view and fan angles, the 3D weighting utilizes the cone angle dependency of a ray to improve reconstruction accuracy. The 3D weighting is ray-dependent and the underlying mechanism is to give a favourable weight to the ray with the smaller cone angle out of a pair of conjugate rays but an unfavourable weight to the ray with the larger cone angle out of the conjugate ray pair. The proposed 3D-weighted helical CB-FBP reconstruction algorithm is implemented in the cone-parallel geometry that can improve noise uniformity and image generation speed significantly. Under the cone-parallel geometry, the filtering is naturally carried out along the tangential direction of the helical source trajectory. By exploring the 3D weighting's dependence on cone angle, the proposed helical 3D-weighted CB-FBP reconstruction algorithm can provide significantly improved reconstruction accuracy at moderate cone angle and high helical pitches. The 3D-weighted CB-FBP algorithm is experimentally evaluated by computer-simulated phantoms and phantoms scanned by a diagnostic volumetric CT system with a detector dimension of 64 x 0.625 mm over various helical pitches. The computer simulation study shows that the 3D weighting enables the proposed algorithm to reach reconstruction accuracy comparable to that of exact CB reconstruction algorithms, such as the Katsevich algorithm, under a moderate cone angle (4 degrees) and various helical pitches. Meanwhile, the experimental evaluation using the phantoms scanned by a volumetric CT system shows that the spatial resolution along the z-direction and noise characteristics of the proposed 3D-weighted helical CB-FBP reconstruction algorithm are maintained very well in comparison to the FDK-type algorithms. Moreover, the experimental evaluation by clinical data verifies that the proposed 3D-weighted CB-FBP algorithm for image reconstruction in volumetric CT under helical source trajectory meets the challenges posed by diagnostic applications of volumetric CT imaging.

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Year:  2006        PMID: 16467583     DOI: 10.1088/0031-9155/51/4/007

Source DB:  PubMed          Journal:  Phys Med Biol        ISSN: 0031-9155            Impact factor:   3.609


  22 in total

1.  Scatter correction for full-fan volumetric CT using a stationary beam blocker in a single full scan.

Authors:  Tianye Niu; Lei Zhu
Journal:  Med Phys       Date:  2011-11       Impact factor: 4.071

2.  Compressed sensing based cone-beam computed tomography reconstruction with a first-order method.

Authors:  Kihwan Choi; Jing Wang; Lei Zhu; Tae-Suk Suh; Stephen Boyd; Lei Xing
Journal:  Med Phys       Date:  2010-09       Impact factor: 4.071

3.  Optimization of an on-board imaging system for extremely rapid radiation therapy.

Authors:  Erica M Cherry Kemmerling; Meng Wu; He Yang; Peter G Maxim; Billy W Loo; Rebecca Fahrig
Journal:  Med Phys       Date:  2015-11       Impact factor: 4.071

4.  Axial Cone-Beam Reconstruction by Weighted BPF/DBPF and Orthogonal Butterfly Filtering.

Authors:  Shaojie Tang; Xiangyang Tang
Journal:  IEEE Trans Biomed Eng       Date:  2015-12-03       Impact factor: 4.538

5.  Evaluation of GPU-Based CT Reconstruction for Morbidly Obese Patients.

Authors:  Rui Liu; Mannudeep K Kalra; Jiang Hsieh; Hengyong Yu
Journal:  JSM Biomed Imaging Data Pap       Date:  2017-01-09

6.  A filtered backprojection algorithm for triple-source helical cone-beam CT.

Authors:  Jun Zhao; Yannan Jin; Yang Lu; Ge Wang
Journal:  IEEE Trans Med Imaging       Date:  2009-03       Impact factor: 10.048

7.  Completeness map evaluation demonstrated with candidate next-generation cardiac CT architectures.

Authors:  Baodong Liu; James Bennett; Ge Wang; Bruno De Man; Kai Zeng; Zhye Yin; Paul Fitzgerald; Hengyong Yu
Journal:  Med Phys       Date:  2012-05       Impact factor: 4.071

8.  Characterization of imaging performance in differential phase contrast CT compared with the conventional CT--noise power spectrum NPS(k).

Authors:  Xiangyang Tang; Yi Yang; Shaojie Tang
Journal:  Med Phys       Date:  2011-07       Impact factor: 4.071

9.  The piecewise-linear dynamic attenuator reduces the impact of count rate loss with photon-counting detectors.

Authors:  Scott S Hsieh; Norbert J Pelc
Journal:  Phys Med Biol       Date:  2014-05-13       Impact factor: 3.609

10.  3D analytic cone-beam reconstruction for multiaxial CT acquisitions.

Authors:  Zhye Yin; Bruno De Man; Jed Pack
Journal:  Int J Biomed Imaging       Date:  2009-08-30
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