Journal of Optoelectronics · Laser, Volume. 35, Issue 5, 499(2024)

Unsupervised corneal video segmentation algorithm based on residual network

BAI Jinshuai1, LIU Fenglian1, LI Jing1, TAN Zuoping2, and WANG Riwei2、*
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
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    References(12)

    [5] [5] SHEN Y,FANG Z,GAO Y,et al.Coronary arteries segmentation based on 3D FCN with attention gate and level set function[J].IEEE Access,2019,24(7):42826-42835.

    [6] [6] CAELLES S,MANINIS K K,PONT-TUSET J,et al.One-shot video object segmentation[C]//2017 IEEE Conference on Computer Vision and Pattern Recognition,July 21-26,2017,Honolulu,HI,USA.New York:IEEE,2017:5320-5329.

    [7] [7] KUMAR A,ZHOU A,TUCKER G,et al.Conser vative Q-learning for offline reinforcement learning[C]//Advances in Neural Information Processing Systems,December 6-12,2020,Vancouver,BC,Canada.Red Hook:Curran Associates Inc.,2020:1179-1191.

    [9] [9] LU X,WANG W,SHEN J,et al.Learning video object segmentation from unlabeled videos[C]//IEEE/CVF Conference on Computer Vision and Pattern Recognition,June 13-19,2020,Seattle,WA,USA.New York:IEEE,2020:8957-8967.

    [10] [10] JIA S,ZHAO Q,ZHUANG J,et al.Flexible Gabor-based superpixel-level unsupervised LDA for hyperspectral image classification[J].IEEE Transactions on Geoscience and Remote Sensing,2021,59(12):10394-10409.

    [11] [11] ZHOU T,LI J,LI X,et al.Target-aware object discovery and association for unsupervised video multi-object segmentation[C]//IEEE/CVF Conference on Computer Vision and Pattern Recognition,June 20-25,2021,Online.New York:IEEE,2021:6981-6990.

    [12] [12] REN S,LIU W,LIU Y,et al.Reciprocal transformations for unsupervised video object segmentation[C]//IEEE/CVF Conference on Computer Vision and Pattern Recognition,June 20-25,2021,Online.New York:IEEE,2021:15430-15439.

    [13] [13] YANG Z,WEI Y,YANG Y.Associating objects with transformers for video object segmentation[C]//Advances in Neural Information Processing Systems,December 6-14,2021,Virtual.Red Hook:Curran Associates Inc.,2021:2491-2502.

    [15] [15] PEI H Y,YANG D,LIU G R,et al.MPS-Net:Multi-point supervised network for CT image segmentation of COVID-19[J].IEEE Access,2021,9(11):47144-47153.

    [16] [16] WANG R,LEI T,CUI R,et al.Medical image segmentateon using deep learning:A survey[J].IET Image Processing,2022,16(5):1243-1267.

    [17] [17] LUO X,HU M,SONG T,et al.Semi-supervised medical image segmentation via cross teaching between CNN and transformer[C]//International Conference on Medical Imaging with Deep Learning,July 6-8,2022,Zurich,Switzerland.PMLR,2022,172:820-833.

    [18] [18] LAI Z,LU E,XIE W.Mast:A memory-augmented self-supervised tracker[C]//IEEE/ CVF Conference on Computer Vision and Pattern Recognition,June 13-19,2020,Seattle,WA,USA.New York:IEEE,2020:6478-6487.

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    BAI Jinshuai, LIU Fenglian, LI Jing, TAN Zuoping, WANG Riwei. Unsupervised corneal video segmentation algorithm based on residual network[J]. Journal of Optoelectronics · Laser, 2024, 35(5): 499

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    Paper Information

    Received: Aug. 2, 2023

    Accepted: --

    Published Online: Sep. 24, 2024

    The Author Email: WANG Riwei (wangrw@wzu.edu.cn)

    DOI:10.16136/j.joel.2024.05.0414

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