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Sparse Single Photon Reconstruction through Masked Autoencoder

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Abstract

Leveraging masked autoencoders, we achieve 4 times classification accuracy than that of Vision Transformers, and 2 times better classification accuracy than Convolutional Neural Networks on 50% masked LiDAR images acquired with sparse photon detections.

© 2023 The Author(s)

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