Phase-Unwrapping

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Phase-Unwrapping

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Phase unwrapping using deep learning

Phase-Unwrapping 최신버젼 다운로드

최종 버전 다운로드 (.zip)

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# Phase-Unwrapping
Phase unwrapping using deep learning

Please cite the following paper and patent when you use it:
Paper:
Junchao Zhang, Xiaobo Tian, Jianbo Shao, Haibo Luo, and Rongguang Liang.
"Phase unwrapping in optical metrology via denoised and convolutional
segmentation networks,"  Optics Express 27(10), 14903-14912 (2019).

Patent:
Rongguang Liang, Junchao Zhang, Xiaobo Tian, and Jianbo Shao. Phase
unwrapping using segmentation. (U.S. Provisional Patent Application, No.
62/768,624)

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The segmentation network can be used for phase discontinuity extraction as well. For more detail,
please read our paper.
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Denoised Network: 
it is based on U-Net with removing pooling and upsampling layers. Besides, two observations
are used to train the network.
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