Research on three-dimensional reconstruction of the liver CT images

Rui Ma*, Pengpeng Liu, Hui Chang, Yan Zhang, Qingxia Li

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

To get the liver image segmentation from the whole abdominal medical image lays the foundation of liver three-dimensional reconstruction system, in that a good image segmentation result really makes a big difference in the three-dimensional reconstruction. This paper focuses on the research into Graph Cuts image segmentation algorithm, especially its energy function. Improved Gaussian distribution which represents the similarity probability of the gray values between adjacent nodes is selected as the energy function in this paper to do the realization of the liver image segmentation. Then the Ray Casting algorithm was adopted to achieve the three-dimensional reconstruction image of liver. Experiments show that good results have been achieved in the segmentation and three-dimensional reconstruction for liver image.

源语言英语
主期刊名Proceedings - 2012 IEEE International Conference on Granular Computing, GrC 2012
343-346
页数4
DOI
出版状态已出版 - 2012
活动2012 IEEE International Conference on Granular Computing, GrC 2012 - HangZhou, 中国
期限: 11 8月 201213 8月 2012

出版系列

姓名Proceedings - 2012 IEEE International Conference on Granular Computing, GrC 2012

会议

会议2012 IEEE International Conference on Granular Computing, GrC 2012
国家/地区中国
HangZhou
时期11/08/1213/08/12

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引用此

Ma, R., Liu, P., Chang, H., Zhang, Y., & Li, Q. (2012). Research on three-dimensional reconstruction of the liver CT images. 在 Proceedings - 2012 IEEE International Conference on Granular Computing, GrC 2012 (页码 343-346). 文章 6468681 (Proceedings - 2012 IEEE International Conference on Granular Computing, GrC 2012). https://doi.org/10.1109/GrC.2012.6468681