Image-Reconstruction-for-Multimode-Fiber-Imaging-System
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Published
20 hours ago •
leolya
leolya
Reconstruct original image from distorted speckle pattern with deep learning networks
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:
leolya