Literature DB >> 28736670

Wavefront sensorless adaptive optics OCT with the DONE algorithm for in vivo human retinal imaging [Invited].

Hans R G W Verstraete1, Morgan Heisler2, Myeong Jin Ju2, Daniel Wahl2, Laurens Bliek1, Jeroen Kalkman3, Stefano Bonora3, Yifan Jian2,4,5, Michel Verhaegen1,4, Marinko V Sarunic2,4.   

Abstract

In this report, which is an international collaboration of OCT, adaptive optics, and control research, we demonstrate the Data-based Online Nonlinear Extremum-seeker (DONE) algorithm to guide the image based optimization for wavefront sensorless adaptive optics (WFSL-AO) OCT for in vivo human retinal imaging. The ocular aberrations were corrected using a multi-actuator adaptive lens after linearization of the hysteresis in the piezoelectric actuators. The DONE algorithm succeeded in drastically improving image quality and the OCT signal intensity, up to a factor seven, while achieving a computational time of 1 ms per iteration, making it applicable for many high speed applications. We demonstrate the correction of five aberrations using 70 iterations of the DONE algorithm performed over 2.8 s of continuous volumetric OCT acquisition. Data acquired from an imaging phantom and in vivo from human research volunteers are presented.

Entities:  

Keywords:  (010.1080) Active or adaptive optics; (110.4500) Optical coherence tomography; (150.1135) Algorithms

Year:  2017        PMID: 28736670      PMCID: PMC5516811          DOI: 10.1364/BOE.8.002261

Source DB:  PubMed          Journal:  Biomed Opt Express        ISSN: 2156-7085            Impact factor:   3.732


  40 in total

1.  Simultaneous high-resolution retinal imaging and high-penetration choroidal imaging by one-micrometer adaptive optics optical coherence tomography.

Authors:  Kazuhiro Kurokawa; Kazuhiro Sasaki; Shuichi Makita; Masahiro Yamanari; Barry Cense; Yoshiaki Yasuno
Journal:  Opt Express       Date:  2010-04-12       Impact factor: 3.894

2.  Hysteresis correction in the curvature adaptive optics system.

Authors:  Qiang Yang; Christ Ftaclas; Mark Chun; Douglas Toomey
Journal:  J Opt Soc Am A Opt Image Sci Vis       Date:  2005-01       Impact factor: 2.129

3.  Preisach classical and nonlinear modeling of hysteresis in piezoceramic deformable mirrors.

Authors:  Alfredo Dubra; John Massa; Carl Paterson
Journal:  Opt Express       Date:  2005-10-31       Impact factor: 3.894

4.  High-speed volumetric imaging of cone photoreceptors with adaptive optics spectral-domain optical coherence tomography.

Authors:  Yan Zhang; Barry Cense; Jungtae Rha; Ravi S Jonnal; Weihua Gao; Robert J Zawadzki; John S Werner; Steve Jones; Scot Olivier; Donald T Miller
Journal:  Opt Express       Date:  2006-05-15       Impact factor: 3.894

5.  Megahertz OCT for ultrawide-field retinal imaging with a 1050 nm Fourier domain mode-locked laser.

Authors:  Thomas Klein; Wolfgang Wieser; Christoph M Eigenwillig; Benjamin R Biedermann; Robert Huber
Journal:  Opt Express       Date:  2011-02-14       Impact factor: 3.894

6.  In vivo imaging of human photoreceptor mosaic with wavefront sensorless adaptive optics optical coherence tomography.

Authors:  Kevin S K Wong; Yifan Jian; Michelle Cua; Stefano Bonora; Robert J Zawadzki; Marinko V Sarunic
Journal:  Biomed Opt Express       Date:  2015-01-16       Impact factor: 3.732

7.  Online Optimization With Costly and Noisy Measurements Using Random Fourier Expansions.

Authors:  Laurens Bliek; Hans R G W Verstraete; Michel Verhaegen; Sander Wahls
Journal:  IEEE Trans Neural Netw Learn Syst       Date:  2016-11-01       Impact factor: 10.451

8.  Graphics processing unit accelerated optical coherence tomography processing at megahertz axial scan rate and high resolution video rate volumetric rendering.

Authors:  Yifan Jian; Kevin Wong; Marinko V Sarunic
Journal:  J Biomed Opt       Date:  2013-02       Impact factor: 3.170

9.  Wavefront sensorless adaptive optics optical coherence tomography for in vivo retinal imaging in mice.

Authors:  Yifan Jian; Jing Xu; Martin A Gradowski; Stefano Bonora; Robert J Zawadzki; Marinko V Sarunic
Journal:  Biomed Opt Express       Date:  2014-01-21       Impact factor: 3.732

10.  Simultaneous SLO/OCT imaging of the human retina with axial eye motion correction.

Authors:  Michael Pircher; Bernhard Baumann; Erich Götzinger; Harald Sattmann; Christoph K Hitzenberger
Journal:  Opt Express       Date:  2007-12-10       Impact factor: 3.894

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  6 in total

1.  Real-time retinal layer segmentation of OCT volumes with GPU accelerated inferencing using a compressed, low-latency neural network.

Authors:  Svetlana Borkovkina; Acner Camino; Worawee Janpongsri; Marinko V Sarunic; Yifan Jian
Journal:  Biomed Opt Express       Date:  2020-06-24       Impact factor: 3.732

2.  Aberration measurement and correction on a large field of view in fluorescence microscopy.

Authors:  T Furieri; D Ancora; G Calisesi; S Morara; A Bassi; S Bonora
Journal:  Biomed Opt Express       Date:  2021-12-09       Impact factor: 3.732

3.  Adaptive optics for high-resolution imaging.

Authors:  Karen M Hampson; Raphaël Turcotte; Donald T Miller; Kazuhiro Kurokawa; Jared R Males; Na Ji; Martin J Booth
Journal:  Nat Rev Methods Primers       Date:  2021-10-14

4.  Multi-scale and -contrast sensorless adaptive optics optical coherence tomography.

Authors:  Myeong Jin Ju; Destiny Hsu; Ji Hoon Kwon; Daniel J Wahl; Stefano Bonora; Yifan Jian; Shuichi Makita; Yoshiaki Yasuno; Marinko V Sarunic
Journal:  Quant Imaging Med Surg       Date:  2019-05

5.  High-speed and widefield handheld swept-source OCT angiography with a VCSEL light source.

Authors:  Shuibin Ni; Xiang Wei; Ringo Ng; Susan Ostmo; Michael F Chiang; David Huang; Yali Jia; J Peter Campbell; Yifan Jian
Journal:  Biomed Opt Express       Date:  2021-05-20       Impact factor: 3.732

6.  Adaptive optics via self-interference digital holography for non-scanning three-dimensional imaging in biological samples.

Authors:  Tianlong Man; Yuhong Wan; Wujuan Yan; Xiu-Hong Wang; Erwin J G Peterman; Dayong Wang
Journal:  Biomed Opt Express       Date:  2018-05-10       Impact factor: 3.732

  6 in total

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