Acta Optica Sinica, Volume. 40, Issue 21, 2110003(2020)

CT Image Segmentation Method Combining Wavelet Transform and RSF Model

Jue Wang1,2、*, Xiuying Zhang1,2, Yufang Cai1,2, and Yanping Lu1,2
Author Affiliations
  • 1College of Optoelectronic Engineering, Chongqing University, Chongqing 400044, China
  • 2Engineering Research Center of Industrial Computed Tomography Nondestructive Testing, Ministry of Education, Chongqing University, Chongqing 400044, China
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    References(20)

    [1] Shi J H, Liu P[J]. High efficiency measurement method for large-size aeroengine blade profile Acta Metrologica Sinica, 2018, 605-608.

    [6] Adams R, Bischof L. Seeded region growing[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 16, 641-647(1994).

    [8] Ren X, Malik J. Learning a classification model for segmentation. [C]//Proceedings Ninth IEEE International Conference on Computer Vision, October 13-16, 2003, Nice, France. New York: IEEE, 10-17(2003).

    [9] Xie X L, Xie G, Xu X Y et al. Automatic image segmentation with superpixels and image-level labels[J]. IEEE Access, 7, 10999-11009(2019).

    [10] Schreier J, Genghi A, Laaksonen H et al. Clinical evaluation of a full-image deep segmentation algorithm for the male pelvis on cone-beam CT and CT[J]. Radiotherapy and Oncology, 145, 1-6(2020).

    [11] Chan T F, Vese L A. Active contours without edges[J]. IEEE Transactions on Image Processing, 10, 266-277(2001).

    [13] Li C M, Kao C Y, Gore J C et al. Minimization of region-scalable fitting energy for image segmentation[J]. IEEE Transactions on Image Processing, 17, 1940-1949(2008).

    [15] Fan H, Zhang C C, Hou C C. et al . Dual-tree complex wavelet transform and improved density peak fast search and clustering method for breast MR image segmentation[J]. Acta Electronica Sinica, 47, 2149-2157(2019).

    [19] Tong W Q, Ling Y S, Huang C C et al. Processing method of IR image based on mathematical morphology and wavelet transform[J]. Optics and Precision Engineering, 15, 138-144(2007).

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    Jue Wang, Xiuying Zhang, Yufang Cai, Yanping Lu. CT Image Segmentation Method Combining Wavelet Transform and RSF Model[J]. Acta Optica Sinica, 2020, 40(21): 2110003

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    Paper Information

    Category: Image Processing

    Received: May. 29, 2020

    Accepted: Jul. 15, 2020

    Published Online: Oct. 17, 2020

    The Author Email: Wang Jue (wangjue@cqu.edu.cn)

    DOI:10.3788/AOS202040.2110003

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