Learning to decompose the modes in few-mode fibers with deep convolutional neural network.
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Yi An | Liangjin Huang | Pu Zhou | Jun Li | Jinyong Leng | Lijia Yang | P. Zhou | Liangjin Huang | Lijia Yang | Yi An | Jun Li | Jin-yong Leng
[1] Andrew Zisserman,et al. Very Deep Convolutional Networks for Large-Scale Image Recognition , 2014, ICLR.
[2] S. Ramachandran,et al. Fiber-modes and fiber-anisotropy characterization using low-coherence interferometry , 2009 .
[3] Daniel Flamm,et al. Wavefront reconstruction by modal decomposition. , 2012, Optics express.
[4] B. C. Thomsen,et al. Degenerate Mode-Group Division Multiplexing , 2012, Journal of Lightwave Technology.
[5] Guohai Situ,et al. Fast modal decomposition for optical fibers using digital holography , 2017, Scientific Reports.
[6] F. Wise,et al. Optical solitons in graded-index multimode fibres , 2013, Nature Communications.
[7] Jian Sun,et al. Deep Residual Learning for Image Recognition , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[8] Liangjin Huang,et al. Modal Analysis of Fiber Laser Beam by Using Stochastic Parallel Gradient Descent Algorithm , 2015, IEEE Photonics Technology Letters.
[9] Daniel Flamm,et al. Comparative analysis of numerical methods for the mode analysis of laser beams. , 2013, Applied optics.
[10] Pu Zhou,et al. Multimode fiber modal decomposition based on hybrid genetic global optimization algorithm. , 2017, Optics express.
[11] Liangjin Huang,et al. Mode instability dynamics in high-power low-numerical-aperture step-index fiber amplifier. , 2017, Applied optics.
[12] Logan G. Wright,et al. Controllable spatiotemporal nonlinear effects in multimode fibres , 2015, Nature Photonics.
[13] Geoffrey E. Hinton,et al. ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.
[14] Thomas Kaiser,et al. Fast M2 measurement for fiber beams based on modal analysis. , 2012, Applied optics.
[15] Cesar Jauregui,et al. High-speed modal decomposition of mode instabilities in high-power fiber lasers. , 2011, Optics letters.
[16] Daniel Flamm,et al. Modal characterization of fiber-to-fiber coupling processes. , 2013, Optics letters.
[17] Navid Borhani,et al. Learning to see through multimode fibers , 2018, Optica.
[18] Lei Tian,et al. Deep speckle correlation: a deep learning approach toward scalable imaging through scattering media , 2018, Optica.
[19] W. Clarkson. High power fibre lasers , 2002 .
[20] Jeff Demas,et al. Sub-second mode measurement of fibers using C2 imaging. , 2014, Optics express.
[21] W. Marsden. I and J , 2012 .
[22] Liangjin Huang,et al. Real-time mode decomposition for few-mode fiber based on numerical method. , 2015, Optics express.
[23] O. Shapira,et al. Complete modal decomposition for optical waveguides , 2005, (CLEO). Conference on Lasers and Electro-Optics, 2005..
[24] Liangjin Huang,et al. Adaptive mode control of a few-mode fiber by real-time mode decomposition. , 2015, Optics express.
[25] Logan G. Wright,et al. Observation of multimode solitons in few-mode fiber. , 2016, Optics letters.
[26] Yong Xu,et al. Adaptive Mode Control in 4- and 17-Mode Fibers , 2018, IEEE Photonics Technology Letters.
[27] Daniel Flamm,et al. Mode resolved bend loss in few-mode optical fibers. , 2013, Optics express.
[28] Jochen Schröder,et al. 110x110 optical mode transfer matrix inversion. , 2014, Optics express.
[29] Kay Schuster,et al. Mode-resolved gain analysis and lasing in multi-supermode multi-core fiber laser. , 2014, Optics express.
[30] Jun Li,et al. A Two-Streamed Network for Estimating Fine-Scaled Depth Maps from Single RGB Images , 2016, 2017 IEEE International Conference on Computer Vision (ICCV).
[31] A. Boudrioua. Optical Waveguide Theory , 2010 .
[32] Vincent Couderc,et al. Spatial beam self-cleaning in multimode fibres , 2016, Nature Photonics.
[33] Guohai Situ,et al. Deep-learning-based ghost imaging , 2017, Scientific Reports.
[34] Thomas Kaiser,et al. Complete modal decomposition for optical fibers using CGH-based correlation filters. , 2009, Optics express.
[35] J W Nicholson,et al. Spatially and spectrally resolved imaging of modal content in large-mode-area fibers. , 2008, Optics express.
[36] L. Nelson,et al. Space-division multiplexing in optical fibres , 2013, Nature Photonics.
[37] Carsten Fallnich,et al. Novel approach for polarization-sensitive measurements of transverse modes in few-mode optical fibers , 2008 .
[38] Cesar Jauregui,et al. High-power fibre lasers , 2013 .
[39] George Barbastathis,et al. Imaging through glass diffusers using densely connected convolutional networks , 2017, Optica.
[40] Xiaopei Zhang,et al. Analyzing modal power in multi-mode waveguide via machine learning. , 2018, Optics express.