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[A method for the medical image registration based on the statistics samples averaging distribution theory].
Sheng Wu Yi Xue Gong Cheng Xue Za Zhi. 2005 Aug; 22(4):814-8.SW

Abstract

The registration method based on mutual information is currently a popular technique for the medical image registration, but the computation for the mutual information is complex and the registration speed is slow. In engineering process, a subsampling technique is taken to accelerate the registration speed at the cost of registration accuracy. In this paper a new method based on statistics sample theory is developed, which has both a higher speed and a higher accuracy as compared with the normal subsampling method, and the simulation results confirm the validity of the new method.

Authors+Show Affiliations

Xu P
School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China.
Yao D
No affiliation info available
Luo F
No affiliation info available

MeSH

AlgorithmsArtifactsHumansImage Processing, Computer-AssistedImaging, Three-DimensionalMagnetic Resonance ImagingNumerical Analysis, Computer-Assisted

Pub Type(s)

English Abstract
Journal Article
Research Support, Non-U.S. Gov't

Language

chi

PubMed ID

16156280

Citation

Xu, Peng, et al. "[A Method for the Medical Image Registration Based On the Statistics Samples Averaging Distribution Theory]." Sheng Wu Yi Xue Gong Cheng Xue Za Zhi = Journal of Biomedical Engineering = Shengwu Yixue Gongchengxue Zazhi, vol. 22, no. 4, 2005, pp. 814-8.
Xu P, Yao D, Luo F. [A method for the medical image registration based on the statistics samples averaging distribution theory]. Sheng Wu Yi Xue Gong Cheng Xue Za Zhi. 2005;22(4):814-8.
Xu, P., Yao, D., & Luo, F. (2005). [A method for the medical image registration based on the statistics samples averaging distribution theory]. Sheng Wu Yi Xue Gong Cheng Xue Za Zhi = Journal of Biomedical Engineering = Shengwu Yixue Gongchengxue Zazhi, 22(4), 814-8.
Xu P, Yao D, Luo F. [A Method for the Medical Image Registration Based On the Statistics Samples Averaging Distribution Theory]. Sheng Wu Yi Xue Gong Cheng Xue Za Zhi. 2005;22(4):814-8. PubMed PMID: 16156280.
* Article titles in AMA citation format should be in sentence-case
TY - JOUR T1 - [A method for the medical image registration based on the statistics samples averaging distribution theory]. AU - Xu,Peng, AU - Yao,Dezhong, AU - Luo,Fen, PY - 2005/9/15/pubmed PY - 2009/4/29/medline PY - 2005/9/15/entrez SP - 814 EP - 8 JF - Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi JO - Sheng Wu Yi Xue Gong Cheng Xue Za Zhi VL - 22 IS - 4 N2 - The registration method based on mutual information is currently a popular technique for the medical image registration, but the computation for the mutual information is complex and the registration speed is slow. In engineering process, a subsampling technique is taken to accelerate the registration speed at the cost of registration accuracy. In this paper a new method based on statistics sample theory is developed, which has both a higher speed and a higher accuracy as compared with the normal subsampling method, and the simulation results confirm the validity of the new method. SN - 1001-5515 UR - https://www.unboundmedicine.com/medline/citation/16156280/[A_method_for_the_medical_image_registration_based_on_the_statistics_samples_averaging_distribution_theory]_ DB - PRIME DP - Unbound Medicine ER -