Literature DB >> 30364541

Interleaved segment correction achieves higher improvement factors in using genetic algorithm to optimize light focusing through scattering media.

Runze Li1,2,3, Tong Peng1,3, Yansheng Liang1,3, Yanlong Yang1, Baoli Yao1, Xianghua Yu1, Junwei Min1, Ming Lei1, Shaohui Yan1, Chunmin Zhang2, Tong Ye4.   

Abstract

Focusing and imaging through scattering media has been proved possible with high resolution wavefront shaping. A completely scrambled scattering field can be corrected by applying a correction phase mask on a phase only spatial light modulator (SLM) and thereby the focusing quality can be improved. The correction phase is often found by global searching algorithms, among which Genetic Algorithm (GA) stands out for its parallel optimization process and high performance in noisy environment. However, the convergence of GA slows down gradually with the progression of optimization, causing the improvement factor of optimization to reach a plateau eventually. In this report, we propose an interleaved segment correction (ISC) method that can significantly boost the improvement factor with the same number of iterations comparing with the conventional all segment correction (ASC) method. In the ISC method, all the phase segments are divided into a number of interleaved groups; GA optimization procedures are performed individually and sequentially among each group of segments. The final correction phase mask is formed by applying correction phases of all interleaved groups together on the SLM. The ISC method has been proved significantly useful in practice because of its ability to achieve better improvement factors when noise is present in the system. We have also demonstrated that the imaging quality is improved as better correction phases are found and applied on the SLM. Additionally, the ISC method lowers the demand of dynamic ranges of detection devices. The proposed method holds potential in applications, such as high-resolution imaging in deep tissue.

Entities:  

Keywords:  Genetic algorithm; memory effect; scattering; turbid media; wavefront control

Year:  2017        PMID: 30364541      PMCID: PMC6196745          DOI: 10.1088/2040-8986/aa84dc

Source DB:  PubMed          Journal:  J Opt        ISSN: 2040-8978            Impact factor:   2.516


  17 in total

1.  Fluorescence microscopy with diffraction resolution barrier broken by stimulated emission.

Authors:  T A Klar; S Jakobs; M Dyba; A Egner; S W Hell
Journal:  Proc Natl Acad Sci U S A       Date:  2000-07-18       Impact factor: 11.205

2.  Memory effects in propagation of optical waves through disordered media.

Authors: 
Journal:  Phys Rev Lett       Date:  1988-11-14       Impact factor: 9.161

3.  Measuring the transmission matrix in optics: an approach to the study and control of light propagation in disordered media.

Authors:  S M Popoff; G Lerosey; R Carminati; M Fink; A C Boccara; S Gigan
Journal:  Phys Rev Lett       Date:  2010-03-08       Impact factor: 9.161

4.  Image transmission through an opaque material.

Authors:  Sébastien Popoff; Geoffroy Lerosey; Mathias Fink; Albert Claude Boccara; Sylvain Gigan
Journal:  Nat Commun       Date:  2010-09-21       Impact factor: 14.919

5.  Imaging through turbid layers by scanning the phase conjugated second harmonic radiation from a nanoparticle.

Authors:  Chia-Lung Hsieh; Ye Pu; Rachel Grange; Grégoire Laporte; Demetri Psaltis
Journal:  Opt Express       Date:  2010-09-27       Impact factor: 3.894

6.  Focusing coherent light through opaque strongly scattering media.

Authors:  I M Vellekoop; A P Mosk
Journal:  Opt Lett       Date:  2007-08-15       Impact factor: 3.776

7.  Image restoration through thin turbid layers by correlation with a known object.

Authors:  Hexiang He; Yefeng Guan; Jianying Zhou
Journal:  Opt Express       Date:  2013-05-20       Impact factor: 3.894

8.  Parallel wavefront optimization method for focusing light through random scattering media.

Authors:  Meng Cui
Journal:  Opt Lett       Date:  2011-03-15       Impact factor: 3.776

9.  A high speed wavefront determination method based on spatial frequency modulations for focusing light through random scattering media.

Authors:  Meng Cui
Journal:  Opt Express       Date:  2011-02-14       Impact factor: 3.894

10.  Controlled light field concentration through turbid biological membrane for phototherapy.

Authors:  Fujuan Wang; Hexiang He; Huichang Zhuang; Xiangsheng Xie; Zhenchong Yang; Zhigang Cai; Huaiyu Gu; Jianying Zhou
Journal:  Biomed Opt Express       Date:  2015-05-26       Impact factor: 3.732

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  1 in total

1.  Fast holographic scattering compensation for deep tissue biological imaging.

Authors:  Molly A May; Nicolas Barré; Kai K Kummer; Michaela Kress; Monika Ritsch-Marte; Alexander Jesacher
Journal:  Nat Commun       Date:  2021-07-15       Impact factor: 14.919

  1 in total

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