Machine-learning based fast unsupervised variational image decomposition for fringe pattern analysis

Interferometry XX ◽

10.1117/12.2568503 ◽

2020 ◽

Author(s):

Maria Cywinska ◽

Maciej Trusiak ◽

Krzysztof Patorski

Keyword(s):

Machine Learning ◽

Fringe Pattern ◽

Pattern Analysis ◽

Image Decomposition ◽

Fringe Pattern Analysis ◽

Variational Image ◽

Variational Image Decomposition

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Single-frame fringe pattern analysis using modified variational image decomposition aided by the Hilbert transform for fast full-field quantitative phase imaging

Unconventional Optical Imaging ◽

10.1117/12.2315098 ◽

2018 ◽

Author(s):

Krzysztof Patorski ◽

Maria Cywińska ◽

Maciej Trusiak ◽

Vicente Micó

Keyword(s):

Pattern Analysis ◽

Image Decomposition ◽

Phase Imaging ◽

Quantitative Phase Imaging ◽

Full Field ◽

Single Frame ◽

Fringe Pattern Analysis ◽

Variational Image ◽

The Hilbert Transform ◽

Variational Image Decomposition

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Automatized fringe pattern preprocessing using unsupervised variational image decomposition

Optics Express ◽

10.1364/oe.27.022542 ◽

2019 ◽

Vol 27 (16) ◽

pp. 22542 ◽

Cited By ~ 7

Author(s):

Maria Cywińska ◽

Maciej Trusiak ◽

Krzysztof Patorski

Keyword(s):

Fringe Pattern ◽

Image Decomposition ◽

Variational Image ◽

Variational Image Decomposition

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Deep-learning Accelerated Fringe Pattern Filtration Using Variational Image Decomposition

Frontiers in Optics / Laser Science ◽

10.1364/fio.2020.fm2a.3 ◽

2020 ◽

Author(s):

Maria Cywińska ◽

Maciej Trusiak ◽

Krzysztof Patorski

Keyword(s):

Deep Learning ◽

Fringe Pattern ◽

Image Decomposition ◽

Variational Image ◽

Variational Image Decomposition

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Modified variational image decomposition algorithm aided by the Hilbert transform as an alternative to 2D Hilbert-Huang transform for fringe pattern phase retrieval

Speckle 2018: VII International Conference on Speckle Metrology ◽

10.1117/12.2319681 ◽

2018 ◽

Cited By ~ 2

Author(s):

Maria Cywińska ◽

Maciej Trusiak ◽

Vicente Micó Serrano ◽

Jose Angel Picazo-Bueno ◽

Krzysztof Patorski

Keyword(s):

Hilbert Transform ◽

Phase Retrieval ◽

Fringe Pattern ◽

Image Decomposition ◽

Decomposition Algorithm ◽

Hilbert Huang Transform ◽

Variational Image ◽

The Hilbert Transform ◽

Variational Image Decomposition

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Enhancing single-shot fringe pattern phase demodulation using advanced variational image decomposition

Journal of Optics ◽

10.1088/2040-8986/ab078e ◽

2019 ◽

Vol 21 (4) ◽

pp. 045702 ◽

Cited By ~ 2

Author(s):

Maria Cywińska ◽

Maciej Trusiak ◽

Chao Zuo ◽

Krzysztof Patorski

Keyword(s):

Fringe Pattern ◽

Image Decomposition ◽

Single Shot ◽

Variational Image ◽

Variational Image Decomposition ◽

Phase Demodulation

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Phase retrieval from single frame projection fringe pattern with variational image decomposition

Optics and Lasers in Engineering ◽

10.1016/j.optlaseng.2014.03.002 ◽

2014 ◽

Vol 59 ◽

pp. 25-33 ◽

Cited By ~ 25

Author(s):

Xinjun Zhu ◽

Chen Tang ◽

Biyuan Li ◽

Chen Sun ◽

Linlin Wang

Keyword(s):

Phase Retrieval ◽

Fringe Pattern ◽

Image Decomposition ◽

Single Frame ◽

Variational Image ◽

Variational Image Decomposition

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Spatial phase stepping method of fringe-pattern analysis

Optics and Lasers in Engineering ◽

10.1016/0143-8166(95)90976-j ◽

1995 ◽

Vol 23 (5) ◽

pp. 343-354 ◽

Cited By ~ 24

Author(s):

P.H Chan ◽

P.J Bryanston-Cross ◽

S.C Parker

Keyword(s):

Fringe Pattern ◽

Pattern Analysis ◽

Spatial Phase ◽

Phase Stepping ◽

Fringe Pattern Analysis ◽

Phase Stepping Method

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Spatial techniques of fringe pattern analysis in interferometry

10.1117/12.57169 ◽

1991 ◽

Author(s):

Malgorzata Kujawinska ◽

Andrzej Spik

Keyword(s):

Fringe Pattern ◽

Pattern Analysis ◽

Fringe Pattern Analysis

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Fringe-pattern analysis using a 2-D Fourier transform

Applied Optics ◽

10.1364/ao.25.001653 ◽

1986 ◽

Vol 25 (10) ◽

pp. 1653 ◽

Cited By ~ 227

Author(s):

Donald J. Bone ◽

H.-A. Bachor ◽

R. John Sandeman

Keyword(s):

Fourier Transform ◽

Fringe Pattern ◽

Pattern Analysis ◽

Fringe Pattern Analysis

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Modern Fringe Pattern Analysis in Interferometry

Advanced Optical Instruments and Techniques ◽

10.1201/9781315119977-4 ◽

2018 ◽

pp. 101-152

Author(s):

Manuel Servín

Keyword(s):

Fringe Pattern ◽

Pattern Analysis ◽

Fringe Pattern Analysis

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