Deep Learning for Transient Image Reconstruction from ToF Data

Deep Learning for Transient Image Reconstruction from ToF Data

In this work, we propose a novel approach for correcting multi-path interference (MPI) in Time-of-Flight (ToF) cameras by estimating the direct and global components of the incoming light. MPI is an error source linked to the multiple reflections of light inside a scene; each sensor pixel receives i...

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Bibliographic Details
Main Authors: Enrico Buratto, Adriano Simonetto, Gianluca Agresti, Henrik Schäfer, Pietro Zanuttigh
Format: Article
Language:English
Published: MDPI AG 2021-03-01
Series:Sensors
Subjects:
Time-of-Flight
multi-path interference
depth estimation
transient imaging
denoising
deep learning
Online Access:https://www.mdpi.com/1424-8220/21/6/1962

Internet

https://www.mdpi.com/1424-8220/21/6/1962

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