A Deep Learning Framework to Remove the Off-Focused Voxels from the 3D Photons Starved Depth Images

Photons Counted Integral Imaging (PCII) reconstructs 3D scenes with both focused and off-focused voxels. The off-focused portions do not contain or convey any visually valuable information and are therefore redundant. In this work, for the first time, we developed a six-ensembled Deep Neural Network...

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Bibliographic Details
Main Authors: Suchit Patel, Vineela Chandra Dodda, John T. Sheridan, Inbarasan Muniraj
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Photonics
Subjects:
Online Access:https://www.mdpi.com/2304-6732/10/5/583