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Laser & Optoelectronics Progress, Volume. 56, Issue 6, 061005(2019)

Nanoparticle Segmentation Based on U-Net Convolutional Neural Network

Fang Zhang1,2, Yue Wu1, Zhitao Xiao1,2、*, Lei Geng1,2, Jun Wu1,2, Yanbei Liu1,2, and Wen Wang1,2
Author Affiliations
  • 1 School of Electronics and Information Engineering, Tianjin Polytechnic University, Tianjin 300387, China
  • 2 Tianjin Key Laboratory of Optoelectronic Detection Technology and System, Tianjin 300387, China
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    Fang Zhang, Yue Wu, Zhitao Xiao, Lei Geng, Jun Wu, Yanbei Liu, Wen Wang. Nanoparticle Segmentation Based on U-Net Convolutional Neural Network[J]. Laser & Optoelectronics Progress, 2019, 56(6): 061005

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    Paper Information

    Category: Image Processing

    Received: Sep. 18, 2018

    Accepted: Oct. 17, 2018

    Published Online: Jul. 30, 2019

    The Author Email: Zhitao Xiao (xiaozhitao@tjpu.edu.cn)

    DOI:10.3788/LOP56.061005

    Topics

    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology