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Convolutional neural network for improved event-based Shack-Hartmann wavefront reconstruction

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EBWFNet

Convolutional neural network for improved event-based Shack-Hartmann wavefront reconstruction

Processing pipeline:

  1. Convert raw event data to .mat files (save_events_as_mat.m)
  2. Identify hot pixels (identify_hot_pixels.m)
  3. Select valid subapertures (match_spots.m)
  4. Process frame data (process_frame.m)
  5. Process event data (process_event.m)
  6. Format data (CNN_FormatData.m)
  7. Train CNN (train_CNN_CustomLoop.m)
  8. Reconstruct phase (reconstruct_wavefronts.m)

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Convolutional neural network for improved event-based Shack-Hartmann wavefront reconstruction

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