Compressed sensing reflection matrix optical coherent tomography

The reflection matrix optical coherence tomography (RM-OCT) method has made significant progress in extending imaging depth within scattering media.However, the current method of measuring the reflection matrix (RM) through uniform sampling results in relatively long data collection time.This study demonstrates that the RM in scattering media exhibits sparsity.Consequently, a compressed sensing (CS)-based technique for measuring the RM is proposed and applied to RM-OCT images.Experimental results show that this method requires less than 50% of the traditional sampling data to recover target information within scattering media, thereby significantly reducing data acquisition time.These findings not only expand the theory of the RM but also provide a more efficient measurement approach.This advancement opens up broader applications for CS techniques in RM-OCT and holds great potential for improving imaging efficiency in scattering media.

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Publication Details

Journal
Chinese Optics Letters
Published
2025-01-01
DOI
https://doi.org/10.3788/col202523.041102
Primary Topic
Optical Coherence Tomography Applications
Type
article
Field-Weighted Citation Impact
0.00

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Compressed sensing reflection matrix optical coherent tomography

Jia Wu, Jing Cao, Kang Liu, Pinghe Wang et al.
Chinese Optics Letters
Optical Coherence Tomography Applications
article

Compressed sensing reflection matrix optical coherent tomography

Jia Wu, Jing Cao, Kang Liu, Pinghe Wang, Qiang Zhou, Xiaoxi Chen, Guohua Shi, Kun Li, Rusheng Zhuo
article en

Abstract

The reflection matrix optical coherence tomography (RM-OCT) method has made significant progress in extending imaging depth within scattering media.However, the current method of measuring the reflection matrix (RM) through uniform sampling results in relatively long data collection time.This study demonstrates that the RM in scattering media exhibits sparsity.Consequently, a compressed sensing (CS)-based technique for measuring the RM is proposed and applied to RM-OCT images.Experimental results show that this method requires less than 50% of the traditional sampling data to recover target information within scattering media, thereby significantly reducing data acquisition time.These findings not only expand the theory of the RM but also provide a more efficient measurement approach.This advancement opens up broader applications for CS techniques in RM-OCT and holds great potential for improving imaging efficiency in scattering media.

Chinese Optics LettersVol. 23(4)
University of Electronic Science and Technology of China (CN), Chinese Academy of Sciences (CN), Hainan University (CN), Suzhou Institute of Biomedical Engineering and Technology (CN)
National Natural Science Foundation of China
Affordable and clean energy
Openalex Percentile: Top 93%
Optical Coherence Tomography Applications
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Compressed sensing reflection matrix optical coherent tomography — Jia Wu, Jing Cao, et al. · Chinese Optics Letters (2025) | TGRS Research Map | TGRS