Novel registration for microcomputed tomography and bioluminescence imaging based on iterated optimal projection

被引:5
作者
Ma, Xibo [1 ]
Deng, Kexin [2 ]
Xue, Zhenwen [1 ]
Liu, Xueyan [3 ]
Zhu, Shouping [2 ]
Qin, Chenghu [1 ]
Yang, Xin [1 ]
Tian, Jie [1 ]
机构
[1] Chinese Acad Sci, Intelligent Med Res Ctr, Inst Automat, Beijing 100190, Peoples R China
[2] Xidian Univ, Life Sci Res Ctr, Sch Life Sci & Technol, Xian 710071, Shaanxi, Peoples R China
[3] Northeastern Univ, Sinodutch Biomed & Informat Engn Sch, Shenyang 110819, Peoples R China
基金
北京市自然科学基金; 中国国家自然科学基金;
关键词
bioluminescence tomography; universal registration method; iterated optimal projection; three-dimensional reconstruction based on registration; impact on the reconstruction of registration; RECONSTRUCTION; LIGHT; FRAMEWORK; PLATFORM; IMAGES; AFFINE; MEDIA;
D O I
10.1117/1.JBO.18.2.026013
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
As a high-sensitivity imaging modality, bioluminescence tomography can reconstruct the three-dimensional (3-D) location of an internal luminescent source based on the 3-D surface light distribution. However, we can only get the multi-orientation two-dimensional (2-D) bioluminescence distribution in the experiments. Therefore, developing an accurate universal registration method is essential for following bioluminescent source reconstruction. We can then map the multi-orientation 2-D bioluminescence distribution to the 3-D surface derived from anatomical information with it. We propose a 2-D -to-3-D registration method based on iterated optimal projection and applied it in a registration and reconstruction study of three transgenic mice. Compared with traditional registration methods based on the fixed points, our method was independent of the markers and the registration accuracy of the three experiments was improved by 0.3, 0.5, and 0.4 pixels, respectively. In addition, based on the above two registration results using the two registration methods, we reconstructed the 3-D location of the inner bioluminescent source in the three transgenic mice. The reconstruction results showed that the average error distance between the center of the reconstructed element and the center of the real element were reduced by 0.32, 0.48, and 0.39 mm, respectively. (C) The Authors. Published by SPIE under a Creative Commons Attribution 3.0 Unported License. Distribution or reproduction of this work in whole or in part requires full attribution of the original publication, including its DOI. [DOI: 10.1117/1.JBO.18.2.026013]
引用
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页数:9
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