메뉴 건너뛰기




Volumn 5, Issue 4, 2018, Pages 337-344

Learning-based nonparametric autofocusing for digital holography

Author keywords

[No Author keywords available]

Indexed keywords

E-LEARNING; IMAGE RECONSTRUCTION; LEARNING SYSTEMS; LITHOGRAPHY; NEURAL NETWORKS;

EID: 85045995814     PISSN: 23342536     EISSN: None     Source Type: Journal    
DOI: 10.1364/OPTICA.5.000337     Document Type: Article
Times cited : (256)

References (40)
  • 3
    • 84901030557 scopus 로고    scopus 로고
    • Accurate single-shot quantitative phase imaging of biological specimens with telecentric digital holographic microscopy
    • A. Doblas, E. Sánchez-Ortiga, M. Martínez-Corral, G. Saavedra, and J. Garcia-Sucerquia, “Accurate single-shot quantitative phase imaging of biological specimens with telecentric digital holographic microscopy,” J. Biomed. Opt. 19, 046022 (2014).
    • (2014) J. Biomed. Opt. , vol.19
    • Doblas, A.1    Sánchez-Ortiga, E.2    Martínez-Corral, M.3    Saavedra, G.4    Garcia-Sucerquia, J.5
  • 4
    • 84978983249 scopus 로고    scopus 로고
    • Review of quantitative phase-digital holographic microscopy: Promising novel imaging technique to resolve neuronal network activity and identify cellular biomarkers of psychiatric disorders
    • P. Marquet, C. Depeursinge, and P. J. Magistretti, “Review of quantitative phase-digital holographic microscopy: promising novel imaging technique to resolve neuronal network activity and identify cellular biomarkers of psychiatric disorders,” Neurophotonics 1, 020901 (2014).
    • (2014) Neurophotonics , vol.1
    • Marquet, P.1    Depeursinge, C.2    Magistretti, P.J.3
  • 5
    • 85018737264 scopus 로고    scopus 로고
    • Microstructural surface characterization of stainless and plain carbon steel using digital holographic microscopy
    • Y. Pourvais, P. Asgari, P. Abdollahi, R. Khamedi, and A.-R. Moradi, “Microstructural surface characterization of stainless and plain carbon steel using digital holographic microscopy,” J. Opt. Soc. Am. B 34, B36–B41 (2017).
    • (2017) J. Opt. Soc. Am. B , vol.34 , pp. B36-B41
    • Pourvais, Y.1    Asgari, P.2    Abdollahi, P.3    Khamedi, R.4    Moradi, A.-R.5
  • 6
    • 0000239175 scopus 로고    scopus 로고
    • Simultaneous amplitudecontrast and quantitative phase-contrast microscopy by numerical reconstruction of Fresnel off-axis holograms
    • E. Cuche, P. Marquet, and C. Depeursinge, “Simultaneous amplitudecontrast and quantitative phase-contrast microscopy by numerical reconstruction of Fresnel off-axis holograms,” Appl. Opt. 38, 6994–7001 (1999).
    • (1999) Appl. Opt. , vol.38 , pp. 6994-7001
    • Cuche, E.1    Marquet, P.2    Depeursinge, C.3
  • 8
    • 85018771790 scopus 로고    scopus 로고
    • Fast autofocusing in digital holography using the magnitude differential
    • M. Lyu, C. Yuan, D. Li, and G. Situ, “Fast autofocusing in digital holography using the magnitude differential,” Appl. Opt. 56, F152–F157 (2017).
    • (2017) Appl. Opt. , vol.56 , pp. F152-F157
    • Lyu, M.1    Yuan, C.2    Li, D.3    Situ, G.4
  • 9
    • 84867341934 scopus 로고    scopus 로고
    • Autofocusing in digital holographic microscopy
    • P. Langehanenberg, G. von Bally, and B. Kemper, “Autofocusing in digital holographic microscopy,” 3D Res. 2, 1–11 (2011).
    • (2011) 3D Res , vol.2 , pp. 1-11
    • Langehanenberg, P.1    Von Bally, G.2    Kemper, B.3
  • 10
    • 55349139705 scopus 로고    scopus 로고
    • Reconstruction of sectional images in holography using inverse imaging
    • X. Zhang, E. Y. Lam, and T.-C. Poon, “Reconstruction of sectional images in holography using inverse imaging,” Opt. Express 16, 17215–17226 (2008).
    • (2008) Opt. Express , vol.16 , pp. 17215-17226
    • Zhang, X.1    Lam, E.Y.2    Poon, T.-C.3
  • 11
    • 84962054930 scopus 로고    scopus 로고
    • Extended focused imaging and depth map reconstruction in optical scanning holography
    • Z. Ren, N. Chen, and E. Y. Lam, “Extended focused imaging and depth map reconstruction in optical scanning holography,” Appl. Opt. 55, 1040–1047 (2016).
    • (2016) Appl. Opt. , vol.55 , pp. 1040-1047
    • Ren, Z.1    Chen, N.2    Lam, E.Y.3
  • 12
    • 84985987080 scopus 로고    scopus 로고
    • Subsampled scanning holographic imaging (SuSHI) for fast, non-adaptive recording of threedimensional objects
    • A. C. Chan, K. K. Tsia, and E. Y. Lam, “Subsampled scanning holographic imaging (SuSHI) for fast, non-adaptive recording of threedimensional objects,” Optica 3, 911–917 (2016).
    • (2016) Optica , vol.3 , pp. 911-917
    • Chan, A.C.1    Tsia, K.K.2    Lam, E.Y.3
  • 13
    • 84865739082 scopus 로고    scopus 로고
    • Autofocusing of digital holographic microscopy based on off-axis illuminations
    • P. Gao, B. Yao, J. Min, R. Guo, B. Ma, J. Zheng, M. Lei, S. Yan, D. Dan, and T. Ye, “Autofocusing of digital holographic microscopy based on off-axis illuminations,” Opt. Lett. 37, 3630–3632 (2012).
    • (2012) Opt. Lett. , vol.37 , pp. 3630-3632
    • Gao, P.1    Yao, B.2    Min, J.3    Guo, R.4    Ma, B.5    Zheng, J.6    Lei, M.7    Yan, S.8    Dan, D.9    Ye, T.10
  • 14
    • 85021682300 scopus 로고    scopus 로고
    • Opposite-view digital holographic microscopy with autofocusing capability
    • J. Zheng, P. Gao, and X. Shao, “Opposite-view digital holographic microscopy with autofocusing capability,” Sci. Rep. 7, 4255 (2017).
    • (2017) Sci. Rep. , vol.7 , pp. 4255
    • Zheng, J.1    Gao, P.2    Shao, X.3
  • 15
    • 0032138785 scopus 로고    scopus 로고
    • Selecting the optimal focus measure for autofocusing and depth-from-focus
    • M. Subbarao and J. K. Tyan, “Selecting the optimal focus measure for autofocusing and depth-from-focus,” IEEE Trans. Pattern Anal. Mach. Intell. 20, 864–870 (1998).
    • (1998) IEEE Trans. Pattern Anal. Mach. Intell. , vol.20 , pp. 864-870
    • Subbarao, M.1    Tyan, J.K.2
  • 16
    • 84906100850 scopus 로고    scopus 로고
    • Digital holographic microscopy and focusing methods based on image sharpness
    • H. A. Ilhan, M. Doğar, and M. Özcan, “Digital holographic microscopy and focusing methods based on image sharpness,” J. Microsc. 255, 138–149 (2014).
    • (2014) J. Microsc. , vol.255 , pp. 138-149
    • Ilhan, H.A.1    Doğar, M.2    Özcan, M.3
  • 17
    • 84934757864 scopus 로고    scopus 로고
    • Autofocusing of optical scanning holography based on entropy minimization
    • Optical Society of America, paper DT4A-4
    • Z. Ren, N. Chen, A. Chan, and E. Y. Lam, “Autofocusing of optical scanning holography based on entropy minimization,” in Digital Holography and Three-Dimensional Imaging (Optical Society of America, 2015), paper DT4A-4.
    • (2015) Digital Holography and Three-Dimensional Imaging
    • Ren, Z.1    Chen, N.2    Chan, A.3    Lam, E.Y.4
  • 18
    • 85018983719 scopus 로고    scopus 로고
    • Automatic focusing for multisectional objects in digital holography using the structure tensor
    • Z. Ren, N. Chen, and E. Y. Lam, “Automatic focusing for multisectional objects in digital holography using the structure tensor,” Opt. Lett. 42, 1720–1723 (2017).
    • (2017) Opt. Lett. , vol.42 , pp. 1720-1723
    • Ren, Z.1    Chen, N.2    Lam, E.Y.3
  • 19
    • 85030251623 scopus 로고    scopus 로고
    • Edge sparsity criterion for robust holographic autofocusing
    • Y. Zhang, H. Wang, Y. Wu, M. Tamamitsu, and A. Ozcan, “Edge sparsity criterion for robust holographic autofocusing,” Opt. Lett. 42, 3824–3827 (2017).
    • (2017) Opt. Lett. , vol.42 , pp. 3824-3827
    • Zhang, Y.1    Wang, H.2    Wu, Y.3    Tamamitsu, M.4    Ozcan, A.5
  • 20
    • 84913557780 scopus 로고    scopus 로고
    • Fast focus estimation using frequency analysis in digital holography
    • S. Oh, C.-Y. Hwang, I. K. Jeong, S.-K. Lee, and J.-H. Park, “Fast focus estimation using frequency analysis in digital holography,” Opt. Express 22, 28926–28933 (2014).
    • (2014) Opt. Express , vol.22 , pp. 28926-28933
    • Oh, S.1    Hwang, C.-Y.2    Jeong, I.K.3    Lee, S.-K.4    Park, J.-H.5
  • 21
    • 49949100250 scopus 로고    scopus 로고
    • Autofocusing in digital holographic phase contrast microscopy on pure phase objects for live cell imaging
    • P. Langehanenberg, B. Kemper, D. Dirksen, and G. von Bally, “Autofocusing in digital holographic phase contrast microscopy on pure phase objects for live cell imaging,” Appl. Opt. 47, D176–D182 (2008).
    • (2008) Appl. Opt. , vol.47 , pp. D176-D182
    • Langehanenberg, P.1    Kemper, B.2    Dirksen, D.3    Von Bally, G.4
  • 23
  • 24
    • 85021145223 scopus 로고    scopus 로고
    • Deep learning in medical image analysis
    • D. Shen, G. Wu, and H.-I. Suk, “Deep learning in medical image analysis,” Ann. Rev. Biomed. Eng. 19, 221–248 (2017).
    • (2017) Ann. Rev. Biomed. Eng , vol.19 , pp. 221-248
    • Shen, D.1    Wu, G.2    Suk, H.-I.3
  • 26
    • 85029856412 scopus 로고    scopus 로고
    • Lensless computational imaging through deep learning
    • A. Sinha, J. Lee, S. Li, and G. Barbastathis, “Lensless computational imaging through deep learning,” Optica 4, 1117–1125 (2017).
    • (2017) Optica , vol.4 , pp. 1117-1125
    • Sinha, A.1    Lee, J.2    Li, S.3    Barbastathis, G.4
  • 27
    • 85077152363 scopus 로고    scopus 로고
    • Phase recovery and holographic image reconstruction using deep learning in neural networks
    • Y. Rivenson, Y. Zhang, H. Gunaydin, D. Teng, and A. Ozcan, “Phase recovery and holographic image reconstruction using deep learning in neural networks,” Light Sci. Appl. 7, 17141 (2018).
    • (2018) Light Sci. Appl. , vol.7 , pp. 17141
    • Rivenson, Y.1    Zhang, Y.2    Gunaydin, H.3    Teng, D.4    Ozcan, A.5
  • 28
    • 85021286686 scopus 로고    scopus 로고
    • Automatic phase aberration compensation for digital holographic microscopy based on deep learning background detection
    • T. Nguyen, V. Bui, V. Lam, C. B. Raub, L.-C. Chang, and G. Nehmetallah, “Automatic phase aberration compensation for digital holographic microscopy based on deep learning background detection,” Opt. Express 25, 15043–15057 (2017).
    • (2017) Opt. Express , vol.25 , pp. 15043-15057
    • Nguyen, T.1    Bui, V.2    Lam, V.3    Raub, C.B.4    Chang, L.-C.5    Nehmetallah, G.6
  • 29
    • 85045292861 scopus 로고    scopus 로고
    • Performance of autofocus capability of deep convolutional neural networks in digital holographic microscopy
    • Optical Society of America, paper W2A-5
    • T. Pitkäaho, A. Manninen, and T. J. Naughton, “Performance of autofocus capability of deep convolutional neural networks in digital holographic microscopy,” in Digital Holography and Three-Dimensional Imaging (Optical Society of America, 2017), paper W2A-5.
    • (2017) Digital Holography and Three-Dimensional Imaging
    • Pitkäaho, T.1    Manninen, A.2    Naughton, T.J.3
  • 30
    • 85045344891 scopus 로고    scopus 로고
    • Autofocusing in digital holography using deep learning
    • 10499, 104991V
    • Z. Ren, Z. Xu, and E. Y. Lam, “Autofocusing in digital holography using deep learning,” Proc. SPIE 10499, 104991V (2018).
    • (2018) Proc. SPIE
    • Ren, Z.1    Xu, Z.2    Lam, E.Y.3
  • 31
    • 0032146239 scopus 로고    scopus 로고
    • Artificial neural networks (The multilayer perceptron)—a review of applications in the atmospheric sciences
    • M. W. Gardner and S. Dorling, “Artificial neural networks (the multilayer perceptron)—a review of applications in the atmospheric sciences,” Atmos. Environ. 32, 2627–2636 (1998).
    • (1998) Atmos. Environ. , vol.32 , pp. 2627-2636
    • Gardner, M.W.1    Dorling, S.2
  • 36
    • 0032203257 scopus 로고    scopus 로고
    • Gradient-based learning applied to document recognition
    • Y. LeCun, L. Bottou, Y. Bengio, and P. Haffner, “Gradient-based learning applied to document recognition,” Proc. IEEE 86, 2278–2324 (1998).
    • (1998) Proc. IEEE , vol.86 , pp. 2278-2324
    • Lecun, Y.1    Bottou, L.2    Bengio, Y.3    Haffner, P.4
  • 38
    • 0034387133 scopus 로고    scopus 로고
    • Coefficients of determination for multiple logistic regression analysis
    • S. Menard, “Coefficients of determination for multiple logistic regression analysis,” Am. Stat. 54, 17–24 (2000).
    • (2000) Am. Stat. , vol.54 , pp. 17-24
    • Menard, S.1
  • 40
    • 33646551203 scopus 로고    scopus 로고
    • Total aberrations compensation in digital holographic microscopy with a reference conjugated hologram
    • T. Colomb, J. Kühn, F. Charriere, C. Depeursinge, P. Marquet, and N. Aspert, “Total aberrations compensation in digital holographic microscopy with a reference conjugated hologram,” Opt. Express 14, 4300–4306 (2006).
    • (2006) Opt. Express , vol.14 , pp. 4300-4306
    • Colomb, T.1    Kühn, J.2    Charriere, F.3    Depeursinge, C.4    Marquet, P.5    Aspert, N.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.