Laser & Optoelectronics Progress, Volume. 59, Issue 12, 1217002(2022)

Liver Segmentation from CT Volumes Based on Spatial Fuzzy C-Means and Graph Cuts

Qing Yang1, Yuqian Zhao1,2、*, Fan Zhang1, and Miao Liao1
Author Affiliations
  • 1School of Automation, Central South University, Changsha 410083, Hunan , China
  • 2Hunan Engineering and Technology Research Center of High Strength Fastener Intelligent Manufacturing, Changde 415701, Hunan , China
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    References(17)

    [1] Xia Y Q, Xie X W, Zhi J et al. Automatic segmentation method of liver image based on maximum inscribed circle[J]. Computer Engineering and Applications, 55, 162-167(2019).

    [3] Zheng Z, Zhang X C, Zheng S M et al. Liver segmentation in CT images based on region-growing and unified level set method[J]. Journal of Zhejiang University (Engineering Science), 52, 2382-2396(2018).

    [5] Chen Y, Wang J, Duan X L. Liver CT image segmentation method based on modified level set[J]. Transducer and Microsystem Technologies, 37, 44-46(2018).

    [7] Wang Q Q. A hybrid method based on fuzzy C-means algorithm and random walker algorithm for CT liver image segmentation[J]. China Medical Devices, 35, 107-110(2020).

    [8] Li Y, Zhao Y Q, Liao M et al. Automatic liver segmentation from CT volumes based on level set and shape descriptor[J]. Acta Automatica Sinica, 47, 327-337(2021).

    [10] Liao M, Liu Y Z, Ouyang J L et al. Automatic segmentation of liver tumor in CT volumes using nonlinear enhancement and graph cuts[J]. Journal of Computer-Aided Design & Computer Graphics, 31, 1030-1038(2019).

    [15] Zhao Y, Zhang H H, Jing J F et al. Yarn defects detection algorithm combined with spatial fuzzy C-means clustering[J]. Laser & Optoelectronics Progress, 58, 0410014(2021).

    [16] Jia H, Zheng C J, Li C B et al. Retinal blood vessel segmentation based on fuzzy C-means clustering according to the local line structural constraints[J]. Acta Optica Sinica, 40, 0910001(2020).

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    Qing Yang, Yuqian Zhao, Fan Zhang, Miao Liao. Liver Segmentation from CT Volumes Based on Spatial Fuzzy C-Means and Graph Cuts[J]. Laser & Optoelectronics Progress, 2022, 59(12): 1217002

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    Paper Information

    Category: Medical Optics and Biotechnology

    Received: Apr. 16, 2021

    Accepted: Jun. 11, 2021

    Published Online: May. 23, 2022

    The Author Email: Zhao Yuqian (zyq@ceu.edu.cn)

    DOI:10.3788/LOP202259.1217002

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