CASIA OpenIR  > 类脑智能研究中心  > 微观重建与智能分析
Non-iterative simultaneous rigid registration method for serial sections of biological tissue
Shu, Chang1,2; Chen, Xi2; Xie, Qiwei2; Xiao, Chi1,2; Han, Hua2,3,4
2018
Conference Name2018 IEEE 15th International Symposium on Biomedical Imaging
Pages436-440
Conference Date4-7 April 2018
Conference PlaceWashington, DC, USA
Abstract

In this paper, we propose a novel non-iterative algorithm to simultaneously estimate optimal rigid transformation for serial section images, which is a key component in volume reconstruction of serial sections of biological tissue. In order to avoid error accumulation and propagation caused by current algorithms, we add extra condition that the position of the first and the last section images should remain unchanged. This constrained simultaneous registration problem has not been solved before. Our algorithm method is non-iterative, it can simultaneously compute rigid transformation for a large number of serial section images in a short time. We prove that our algorithm gets optimal solution under ideal condition. And we test our algorithm with synthetic data and real data to verify our algorithm's effectiveness. 

Keywordserial section microscopic image volume reconstruction constrained simultaneous registration problem rigid transformation non-iterative
Indexed ByEI
Language英语
Document Type会议论文
Identifierhttp://ir.ia.ac.cn/handle/173211/21722
Collection类脑智能研究中心_微观重建与智能分析
Corresponding AuthorHan, Hua
Affiliation1.University of Chinese Academy of Sciences, Beijing, China
2.Institute of Automation, Chinese Academy of Sciences, Beijing, China
3.School of Future Technology, University of Chinese Academy of Sciences, Beijing, China
4.The Center for Excellence in Brain Science and Intelligence Technology, CAS, Shanghai, China
First Author AffilicationInstitute of Automation, Chinese Academy of Sciences
Corresponding Author AffilicationInstitute of Automation, Chinese Academy of Sciences
Recommended Citation
GB/T 7714
Shu, Chang,Chen, Xi,Xie, Qiwei,et al. Non-iterative simultaneous rigid registration method for serial sections of biological tissue[C],2018:436-440.
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