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Reconstruct original image from distorted speckle pattern with deep learning networks

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leolya/Image-Reconstruction-for-Multimode-Fiber-Imaging-System

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Image Reconstruction for Multimode Fiber Imaging System

Implementation of three deep learning methods to inverse the distortion caused by Multimode Fiber, including U-net, autoencoder and MLP.

Results:

U-net autoencoder MLP
SSIM 0.5865 0.6513 0.6742

Visualization:

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Reconstruct original image from distorted speckle pattern with deep learning networks

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