High-throughput photonic time-stretch optical coherence tomography with data compression

CK Mididoddi, F Bai, G Wang, J Liu… - IEEE Photonics …, 2017 - ieeexplore.ieee.org
Photonic time stretch enables real-time high-throughput optical coherence tomography
(OCT), but with massive data volume being a real challenge. In this paper, data compression …

Noise reduction of swept-source optical coherence tomography via compressed sensing

S Luo, Q Guo, H Zhao, X An, L Zhou, H **e… - IEEE Photonics …, 2017 - ieeexplore.ieee.org
In this paper, we investigate noise reduction in swept-source optical coherence tomography
(OCT) using compressed sensing (CS). Multiple scan averaging is a classical method used …

Optical coherence tomography using physical domain data compression to achieve MHz A-scan rates

JR Stroud, L Liu, S Chin, TD Tran, MA Foster - Optics Express, 2019 - opg.optica.org
The three-dimensional volumetric imaging capability of optical coherence tomography
(OCT) leads to the generation of large amounts of data, which necessitates high speed …

High-speed compressive measurement using a time-lens spectral shaper

JR Stroud, MA Foster - 2017 Conference on Lasers and Electro …, 2017 - ieeexplore.ieee.org
High-Speed Compressive Measurement using a Time-Lens Spectral Shaper Page 1 JTh2A.123.pdf
CLEO 2017 © OSA 2017 High-Speed Compressive Measurement using a Time-Lens Spectral …

[PDF][PDF] Collaborative Regression and Classification via Bootstrap**

L Liu - 2019 - jscholarship.library.jhu.edu
In modern machine learning problems and applications, we deal with vast quantities of data
that are often high dimensional, making data analysis time-consuming and computationally …