Application and influencing factors analysis of Pix2pix network in scattering imaging

[1]  Meigang Duan,et al.  Simple method to modulate the scattered light field under strong disturbance. , 2022, Optics letters.

[2]  Kevin C Zhou,et al.  Transient Motion Classification Through Turbid Volumes via Parallelized Single-Photon Detection and Deep Contrastive Embedding , 2022, Frontiers in Neuroscience.

[3]  Xiaopeng Shao,et al.  Reconstructing Images of Two Adjacent Objects Passing through Scattering Medium via Deep Learning , 2021, Optics Express.

[4]  Jiemin Hu,et al.  Underwater ghost imaging based on generative adversarial networks with high imaging quality. , 2021, Optics express.

[5]  Kevin C Zhou,et al.  Imaging Dynamics Beneath Turbid Media via Parallelized Single‐Photon Detection , 2021, Advanced science.

[6]  G. Situ,et al.  Incoherent imaging through highly nonstatic and optically thick turbid media based on neural network , 2021, Photonics Research.

[7]  Chao Zuo,et al.  Learning-based method to reconstruct complex targets through scattering medium beyond the memory effect. , 2019, Optics express.

[8]  Hexiang He,et al.  Exploiting the point spread function for optical imaging through a scattering medium based on deconvolution method , 2019, Journal of Innovative Optical Health Sciences.

[9]  Guohai Situ,et al.  Learning-based lensless imaging through optically thick scattering media , 2019, Advanced Photonics.

[10]  Guihua Zeng,et al.  Image reconstruction through dynamic scattering media based on deep learning. , 2019, Optics express.

[11]  Wei Li,et al.  Imaging through scattering layers exceeding memory effect range by exploiting prior information , 2019, Optics Communications.

[12]  Guang-Can Guo,et al.  Deep hybrid scattering image learning , 2018, Journal of Physics D: Applied Physics.

[13]  Wenqi He,et al.  Imaging dynamic objects hidden behind scattering medium by retrieving the point spread function , 2018, Speckle: International Conference on Speckle Metrology.

[14]  Puxiang Lai,et al.  Perspective: Wavefront shaping techniques for controlling multiple light scattering in biological tissues: Towardin vivoapplications , 2018, APL Photonics.

[15]  Lei Tian,et al.  Deep speckle correlation: a deep learning approach toward scalable imaging through scattering media , 2018, Optica.

[16]  Huichang Zhuang,et al.  Imaging of objects through a thin scattering layer using a spectrally and spatially separated reference. , 2018, Optics express.

[17]  Hao Wang,et al.  Exploit imaging through opaque wall via deep learning , 2017, ArXiv.

[18]  J. Tanida,et al.  Learning-based imaging through scattering media. , 2016, Optics express.

[19]  Wonjun Choi,et al.  Transmission matrix of a scattering medium and its applications in biophotonics. , 2015, Optics express.

[20]  Thomas Brox,et al.  U-Net: Convolutional Networks for Biomedical Image Segmentation , 2015, MICCAI.

[21]  S. Gigan,et al.  Characterization of the angular memory effect of scattered light in biological tissues. , 2015, Optics express.

[22]  M. Fink,et al.  Non-invasive single-shot imaging through scattering layers and around corners via speckle correlations , 2014, Nature Photonics.

[23]  Yefeng Guan,et al.  Image restoration through thin turbid layers by correlation with a known object. , 2013, Optics express.

[24]  Jacopo Bertolotti,et al.  Non-invasive imaging through opaque scattering layers , 2012, Nature.

[25]  L. Deng,et al.  The MNIST Database of Handwritten Digit Images for Machine Learning Research [Best of the Web] , 2012, IEEE Signal Processing Magazine.

[26]  Ke Si,et al.  Fluorescence imaging beyond the ballistic regime by ultrasound pulse guided digital phase conjugation , 2012, Nature Photonics.

[27]  G. Lerosey,et al.  Controlling waves in space and time for imaging and focusing in complex media , 2012, Nature Photonics.

[28]  S. Popoff,et al.  Measuring the transmission matrix in optics: an approach to the study and control of light propagation in disordered media. , 2009, Physical review letters.

[29]  D. Psaltis,et al.  OPTICAL PHASE CONJUGATION FOR TURBIDITY SUPPRESSION IN BIOLOGICAL SAMPLES. , 2008, Nature photonics.

[30]  Feng,et al.  Memory effects in propagation of optical waves through disordered media. , 1988, Physical review letters.

[31]  Yijia Huang,et al.  All-optical controlled-NOT logic gate achieving directional asymmetric transmission based on metasurface doublet , 2023, Opto-Electronic Advances.

[32]  G. Situ,et al.  Lensless complex amplitude demodulation based on deep learning in holographic data storage , 2023, Opto-Electronic Advances.

[33]  Meigang Duan,et al.  Wavefront Shaping Using Improved Sparrow Search Algorithm to Control the Scattering Light Field , 2022, SSRN Electronic Journal.

[34]  Lianfa Bai,et al.  Single-shot color object reconstruction through scattering medium based on neural network , 2021 .

[35]  J. Beckers ADAPTIVE OPTICS FOR ASTRONOMY: Principles, Performance, and Applications , 1993 .