Plug-and-Play Deep Image Prior for Snapshot Optical Coherence Tomography

Gang Qu; Xiaodong Wang; Xiaodong Wang; Xin Yuan

doi:10.1364/3D.2023.JW2A.10

Optica Imaging Congress (3D, COSI, DH, FLatOptics, IS, pcAOP)
Technical Digest Series (Optica Publishing Group, 2023),
paper JW2A.10
•https://doi.org/10.1364/3D.2023.JW2A.10

Plug-and-Play Deep Image Prior for Snapshot Optical Coherence Tomography

Gang Qu, Xiaodong Wang, and Xin Yuan

3D Image Acquisition and Display: Technology, Perception and Applications 2023

Boston, Massachusetts United States
14–17 August 2023
ISBN: 978-1-957171-28-9

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Joint Poster Session II (JW2A)

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G. Qu, X. Wang, and X. Yuan, "Plug-and-Play Deep Image Prior for Snapshot Optical Coherence Tomography," in Optica Imaging Congress (3D, COSI, DH, FLatOptics, IS, pcAOP), Technical Digest Series (Optica Publishing Group, 2023), paper JW2A.10.

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Abstract

In snapshot optical coherence tomography (OCT), the spectral data is sampled by a coded aperture snapshot spectral imaging (CASSI) system. A self-supervised neural network is developed that integrates deep image priors (DIP) into the plug-and-play regime for the reconstruction of 3D tomographic information.

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