Optical Instruments, Volume. 43, Issue 1, 21(2021)

Research on the segmentation of optic disc and cup based on modified U-Net

Qian MAO... Minshan JIANG* and Jing WEI |Show fewer author(s)
Author Affiliations
  • School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China
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    Figures & Tables(16)
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    • Table 1. [in Chinese]

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      Table 1. [in Chinese]

      指标视盘视杯
      DICE/%98.3193.22
      IOU/%97.2388.53
      ACC/%99.9699.91
    • Table 2. [in Chinese]

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      Table 2. [in Chinese]

      处理方法DICE/%IOU/%预测时间/s
      Small scale U-Net[4]90.4383.50
      FCN[5]95.5891.88
      M-Net[6]96.7893.86
      本文方法98.0497.130.23
    • Table 3. [in Chinese]

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      Table 3. [in Chinese]

      处理方法DICE/%IOU/%预测时间/s
      Small-scale U-Net85.2175.15
      FCN85.1975.90
      M-Net86.1877.30
      本文方法91.1485.150.27
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    Qian MAO, Minshan JIANG, Jing WEI. Research on the segmentation of optic disc and cup based on modified U-Net[J]. Optical Instruments, 2021, 43(1): 21

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    Paper Information

    Category: APPLICATION TECHNOLOGY

    Received: Jul. 16, 2020

    Accepted: --

    Published Online: Mar. 26, 2021

    The Author Email: JIANG Minshan (jiangmsc@gmail.com)

    DOI:10.3969/j.issn.1005-5630.2021.01.004

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