Scout-view assisted interior micro-CT

被引:23
作者
Sen Sharma, Kriti [1 ]
Holzner, Christian [2 ]
Vasilescu, Dragos M. [3 ,4 ]
Jin, Xin [5 ]
Narayanan, Shree [1 ]
Agah, Masoud [1 ]
Hoffman, Eric A. [6 ]
Yu, Hengyong [7 ]
Wang, Ge [8 ]
机构
[1] Virginia Tech, Dept Elect & Comp Engn, Blacksburg, VA 24061 USA
[2] Xradia Inc, Pleasanton, CA 94588 USA
[3] St Pauls Hosp, UBC James Hogg Res Ctr, Heart & Lung Inst, Vancouver, BC V6Z 1Y6, Canada
[4] Univ British Columbia, Dept Pathol, Vancouver, BC V6T 1Z4, Canada
[5] Tsinghua Univ, Dept Engn Phys, Beijing 100084, Peoples R China
[6] Univ Iowa, Dept Radiol, Iowa City, IA 52242 USA
[7] Wake Forest Univ Hlth Sci, Biomed Imaging Div, VT WFU Sch Biomed Eng & Sci, Winston Salem, NC 27157 USA
[8] Rensselaer Polytech Inst, Biomed Imaging Ctr, Troy, NY 12180 USA
基金
美国国家科学基金会;
关键词
IMAGE-RECONSTRUCTION; ITERATIVE RECONSTRUCTION; HILBERT TRANSFORM; REGION;
D O I
10.1088/0031-9155/58/12/4297
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Micro computed tomography (micro-CT) is a widely-used imaging technique. A challenge of micro-CT is to quantitatively reconstruct a sample larger than the field-of-view (FOV) of the detector. This scenario is characterized by truncated projections and associated image artifacts. However, for such truncated scans, a low resolution scout scan with an increased FOV is frequently acquired so as to position the sample properly. This study shows that the otherwise discarded scout scans can provide sufficient additional information to uniquely and stably reconstruct the interior region of interest. Two interior reconstruction methods are designed to utilize the multi-resolution data without significant computational overhead. While most previous studies used numerically truncated global projections as interior data, this study uses truly hybrid scans where global and interior scans were carried out at different resolutions. Additionally, owing to the lack of standard interior micro-CT phantoms, we designed and fabricated novel interior micro-CT phantoms for this study to provide means of validation for our algorithms. Finally, two characteristic samples from separate studies were scanned to show the effect of our reconstructions. The presented methods show significant improvements over existing reconstruction algorithms.
引用
收藏
页码:4297 / 4314
页数:18
相关论文
共 46 条
[1]   MEMS-based multi-inlet/outlet preconcentrator coated by inkjet printing of polymer adsorbents [J].
Alfeeli, Bassam ;
Cho, Daniel ;
Ashraf-Khorassani, Mehdi ;
Taylor, Larry T. ;
Agah, Masoud .
SENSORS AND ACTUATORS B-CHEMICAL, 2008, 133 (01) :24-32
[2]  
Bharkhada D K, 2010, THESIS WAKE FOREST U
[3]   Robust uncertainty principles:: Exact signal reconstruction from highly incomplete frequency information [J].
Candès, EJ ;
Romberg, J ;
Tao, T .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2006, 52 (02) :489-509
[4]   Artifact reduction in truncated CT using Sinogram completion [J].
Chityala, R ;
Hoffmann, KR ;
Rudin, S ;
Bednarek, DR .
Medical Imaging 2005: Image Processing, Pt 1-3, 2005, 5747 :2110-2117
[5]   A 2D multiresolution image reconstruction method in X-ray computed tomography [J].
Costin, Marius ;
Lazaro-Ponthus, Delphine ;
Legoupil, Samuel ;
Duvauchelle, Philippe ;
Kaftandjian, Valerie .
JOURNAL OF X-RAY SCIENCE AND TECHNOLOGY, 2011, 19 (02) :229-247
[6]  
De Man B, 2005, IEEE NUCL SCI CONF R, P2708
[7]   Truncated Hilbert transform and image reconstruction from limited tomographic data [J].
Defrise, Michel ;
Noo, Frederic ;
Clackdoyle, Rolf ;
Kudo, Hiroyuki .
INVERSE PROBLEMS, 2006, 22 (03) :1037-1053
[8]   LOCAL TOMOGRAPHY [J].
FARIDANI, A ;
RITMAN, EL ;
SMITH, KT .
SIAM JOURNAL ON APPLIED MATHEMATICS, 1992, 52 (02) :459-484
[9]   Sub-micron resolution CT for failure analysis and process development [J].
Feser, M. ;
Gelb, J. ;
Chang, H. ;
Cui, H. ;
Duewer, F. ;
Lau, S. H. ;
Tkachuk, A. ;
Yun, W. .
MEASUREMENT SCIENCE AND TECHNOLOGY, 2008, 19 (09)
[10]   Exploring different inelastic projection mechanisms for electron tomography [J].
Goris, B. ;
Bals, S. ;
Van den Broek, W. ;
Verbeeck, J. ;
Van Tendeloo, G. .
ULTRAMICROSCOPY, 2011, 111 (08) :1262-1267