Resolution-enhanced transport of intensity phase imaging using contrast transfer function reformulation and SNR-guided deconvolution

The transport of intensity equation (TIE) is a powerful phase imaging technique. However, its formulation fails to account for the off-axial transfer function due to the paraxial approximation. To address the resulting image degradation, we analyze TIE phase retrieval using the contrast transfer function (CTF) framework. The attenuation of high-frequency components, leading to the loss of fine structural details, is assessed and restored through Wiener deconvolution. Simulations and experiment results demonstrate significant enhancements in sharpness, contrast, and structural clarity. We showcase enhanced phase imaging of cheek cells, revealing finer subcellular details and achieving diffraction-limited performance, contributing to advances in super-resolution phase imaging.

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Publication Details

Journal
Biomedical Optics Express
Published
2025-10-17
DOI
https://doi.org/10.1364/boe.574575
Primary Topic
Nuclear Physics and Applications
Type
article
Field-Weighted Citation Impact
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article

Resolution-enhanced transport of intensity phase imaging using contrast transfer function reformulation and SNR-guided deconvolution

Yunhui Zhu, Sibi Chakravarthy Shanmugavel
Biomedical Optics Express
Nuclear Physics and Applications
article

Resolution-enhanced transport of intensity phase imaging using contrast transfer function reformulation and SNR-guided deconvolution

Yunhui Zhu, Sibi Chakravarthy Shanmugavel
article en

Abstract

The transport of intensity equation (TIE) is a powerful phase imaging technique. However, its formulation fails to account for the off-axial transfer function due to the paraxial approximation. To address the resulting image degradation, we analyze TIE phase retrieval using the contrast transfer function (CTF) framework. The attenuation of high-frequency components, leading to the loss of fine structural details, is assessed and restored through Wiener deconvolution. Simulations and experiment results demonstrate significant enhancements in sharpness, contrast, and structural clarity. We showcase enhanced phase imaging of cheek cells, revealing finer subcellular details and achieving diffraction-limited performance, contributing to advances in super-resolution phase imaging.

Biomedical Optics ExpressVol. 17(1)
The University of Texas at Austin (US)
Openalex Percentile: Top 61%
Nuclear Physics and Applications
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