Deep learning in the phase extraction of electronic speckle pattern interferometry

W Jiang, T Ren, Q Fu - Electronics, 2024 - mdpi.com
Electronic speckle pattern interferometry (ESPI) is widely used in fields such as materials
science, biomedical research, surface morphology analysis, and optical component …

Recent advances and current trends in transmission tomographic diffraction microscopy

N Verrier, M Debailleul, O Haeberlé - Sensors, 2024 - mdpi.com
Optical microscopy techniques are among the most used methods in biomedical sample
characterization. In their more advanced realization, optical microscopes demonstrate …

Motion-resolved, reference-free holographic imaging via spatiotemporally regularized inversion

Y Gao, L Cao - Optica, 2024 - opg.optica.org
Holography is a powerful technique that records the amplitude and phase of an optical field
simultaneously, enabling a variety of applications such as label-free biomedical analysis …

All-optical complex field imaging using diffractive processors

J Li, Y Li, T Gan, CY Shen, M Jarrahi… - Light: Science & …, 2024 - nature.com
Complex field imaging, which captures both the amplitude and phase information of input
optical fields or objects, can offer rich structural insights into samples, such as their …

Single-shot inline holography using a physics-aware diffusion model

Y Zhang, X Liu, EY Lam - Optics Express, 2024 - opg.optica.org
Among holographic imaging configurations, inline holography excels in its compact design
and portability, making it the preferred choice for on-site or field applications with unique …

[HTML][HTML] Enhanced tissue slide imaging in the complex domain via cross-explainable GAN for Fourier ptychographic microscopy

F Bardozzo, P Fiore, M Valentino, V Bianco… - Computers in Biology …, 2024 - Elsevier
Achieving microscopy with large space-bandwidth products plays a key role in diagnostic
imaging and is widely significant in the overall field of clinical practice. Among quantitative …

[HTML][HTML] Deep-ultraviolet Fourier ptychography (DUV-FP) for label-free biochemical imaging via feature-domain optimization

Q Zhao, R Wang, S Zhang, T Wang, P Song, G Zheng - APL photonics, 2024 - pubs.aip.org
We present deep-ultraviolet Fourier ptychography (DUV-FP) for high-resolution chemical
imaging of biological specimens in their native state without exogenous stains. This …

Object detection, auto-focusing and transfer learning for digital holography of solid composite propellant using efficient neural network

G Xu, Y Huang, J Lyu, P Liu, W Ao - Optics and Lasers in Engineering, 2024 - Elsevier
Digital holography has emerged as a powerful tool for various applications. However,
applications such as target detection and depth prediction in complex scenarios like …

Computational flow visualization to reveal hidden properties of complex flow with optical and computational methods

J Huang, H Liu, S Zhu, Y Liu, EY Lam, W Cai - Cell Reports Physical …, 2024 - cell.com
Flow visualization has long played a crucial role in understanding complex fluid dynamics,
especially reactive flows, but traditional techniques face limitations in realizing the …

Insights into infrared crystal phase characteristics based on deep learning holography with attention residual network

H Huang, H Huang, Z Zheng, L Gao - Journal of Materials Chemistry A, 2025 - pubs.rsc.org
This paper introduces the infrared crystal phase, and provides unconventional mechanistic
insights into the commonly thought “crystal phase”. The critical challenge with the obtained …