[HTML][HTML] Deep learning in optical metrology: a review

C Zuo, J Qian, S Feng, W Yin, Y Li, P Fan… - Light: Science & …, 2022 - nature.com
With the advances in scientific foundations and technological implementations, optical
metrology has become versatile problem-solving backbones in manufacturing, fundamental …

Strategies for reducing speckle noise in digital holography

V Bianco, P Memmolo, M Leo, S Montresor… - Light: Science & …, 2018 - nature.com
Digital holography (DH) has emerged as one of the most effective coherent imaging
technologies. The technological developments of digital sensors and optical elements have …

Wrapped phase denoising using convolutional neural networks

K Yan, Y Yu, T Sun, A Asundi, Q Kemao - Optics and Lasers in Engineering, 2020 - Elsevier
We propose a wrapped phase denoising method based on convolutional neural networks
(CNN), which can effectively denoise a noisy wrapped phase. The noisy numerator and …

Simple, flexible, and accurate phase retrieval method for generalized phase-shifting interferometry

K Yatabe, K Ishikawa, Y Oikawa - Journal of the Optical Society of …, 2016 - opg.optica.org
This paper presents a non-iterative phase retrieval method from randomly phase-shifted
fringe images. By combining the hyperaccurate least squares ellipse fitting method with the …

High dynamic range fringe pattern acquisition based on deep neural network

G Yang, M Yang, N Zhou, Y Wang - Optics Communications, 2022 - Elsevier
Fringe projection profilometry has wide applications in three-dimensional measurement.
When the fringes are projected onto the shiny surfaces with a large reflectivity, however, the …

Digital holographic microscopy phase noise reduction based on an over-complete chunked discrete cosine transform sparse dictionary

Z Lin, S Jia, X Zhou, H Zhang, L Wang, G Li… - Optics and Lasers in …, 2023 - Elsevier
It is well known that a highly coherent laser is used as the illumination source in the digital
holographic microscopy (DHM) recording optical path. Lighting sources and optical …

Hyper ellipse fitting in subspace method for phase-shifting interferometry: practical implementation with automatic pixel selection

K Yatabe, K Ishikawa, Y Oikawa - Optics Express, 2017 - opg.optica.org
This paper presents a method of significantly improving the previously proposed simple,
flexible, and accurate phase retrieval algorithm for the random phase-shifting interferometry …

Compensation of fringe distortion for phase-shifting three-dimensional shape measurement by inverse map estimation

K Yatabe, K Ishikawa, Y Oikawa - Applied optics, 2016 - opg.optica.org
For three-dimensional shape measurement, phase-shifting techniques are widely used to
recover the objective phase containing height information from images of projected fringes …

Improving principal component analysis based phase extraction method for phase-shifting interferometry by integrating spatial information

K Yatabe, K Ishikawa, Y Oikawa - Optics Express, 2016 - opg.optica.org
Phase extraction methods based on the principal component analysis (PCA) can extract
objective phase from phase-shifted fringes without any prior knowledge about their shift …

Time-directional filtering of wrapped phase for observing transient phenomena with parallel phase-shifting interferometry

K Yatabe, R Tanigawa, K Ishikawa, Y Oikawa - Optics Express, 2018 - opg.optica.org
Recent development of parallel phase-shifting interferometry (PPSI) enables accurate
measurement of time-varying phase maps. By combining a high-speed camera with PPSI, it …