Creating Wavelength-Selective Polarization Digital Numbers

被引:10
作者
Intaravanne, Yuttana [1 ,2 ]
Ansari, Muhammad Afnan [2 ]
Ahmed, Hammad [2 ]
Chen, Xianzhong [2 ]
机构
[1] Natl Sci & Technol Dev Agcy NSTDA, Natl Elect & Comp Technol Ctr NECTEC, 111 Thailand Sci Pk,Phahonyothin Rd, Khlong Luang 12120, Pathum Thani, Thailand
[2] Heriot Watt Univ, Inst Photon & Quantum Sci, Sch Engn & Phys Sci, Edinburgh EH14 4AS, Scotland
基金
英国工程与自然科学研究理事会;
关键词
convolutional neural networks; multiple polarization profiles; optical metasurfaces; polarization manipulation; polarization profile engineering; wavelength multiplexing; OPTICAL METASURFACES; HOLOGRAMS; BREAKING; DISPLAYS;
D O I
10.1002/adom.202203097
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Polarization and wavelength are two important properties of light for understanding optics. Engineered polarization and wavelength profiles have received considerable interest due to their unusual optical features and more degrees of freedom. However, to simultaneously control polarization and wavelengths, conventional methods suffer from big pixel size, complicated fabrication process, and limited levels in phase control. The unprecedented capability of metasurfaces in the light control has shown much promise to tackle these challenges. Polarization digital numbers with ten different wavelengths are proposed and experimentally realized. A geometric metasurface is used to simultaneously realize wavelength multiplexing, phase multiplexing, and polarization rotation, creating wavelength-selective polarization digital numbers. A deep learning approach is used to increase the identification accuracy of the digital numbers. The approach can simultaneously control wavelength and polarization, providing more design flexibility. This work may find applications in many fields such as virtual reality, image steganography, and anti-counterfeiting.
引用
收藏
页数:9
相关论文
共 51 条
[1]   Optical metasurfaces for generating and manipulating optical vortex beams [J].
Ahmed, Hammad ;
Kim, Hongyoon ;
Zhang, Yuebian ;
Intaravanne, Yuttana ;
Jang, Jaehyuck ;
Rho, Junsuk ;
Chen, Shuqi ;
Chen, Xianzhong .
NANOPHOTONICS, 2022, 11 (05) :941-956
[2]   Breaking polarisation-bandwidth trade-off in dielectric metasurface for unpolarised white light [J].
Ansari, Muhammad Afnan ;
Tauqeer, Tauseef ;
Zubair, Muhammad ;
Mehmood, Muhammad Qasim .
NANOPHOTONICS, 2020, 9 (04) :963-971
[3]   Engineering spin and antiferromagnetic resonances to realize an efficient direction-multiplexed visible meta-hologram [J].
Ansari, Muhammad Afnan ;
Kim, Inki ;
Rukhlenko, Ivan D. ;
Zubair, Muhammad ;
Yerci, Selcuk ;
Tauqeer, Tauseef ;
Mehmood, Muhammad Qasim ;
Rho, Junsuk .
NANOSCALE HORIZONS, 2020, 5 (01) :57-64
[4]   A Spin-Encoded All-Dielectric Metahologram for Visible Light [J].
Ansari, Muhammad Afnan ;
Kim, Inki ;
Lee, Dasol ;
Waseem, Muhammad Hamza ;
Zubair, Muhammad ;
Mahmood, Nasir ;
Badloe, Trevon ;
Yerci, Selcuk ;
Tauqeer, Tauseef ;
Mehmood, Muhammad Qasim ;
Rho, Junsuk .
LASER & PHOTONICS REVIEWS, 2019, 13 (05)
[5]   Subwavelength-thick lenses with high numerical apertures and large efficiency based on high-contrast transmitarrays [J].
Arbabi, Amir ;
Horie, Yu ;
Ball, Alexander J. ;
Bagheri, Mahmood ;
Faraon, Andrei .
NATURE COMMUNICATIONS, 2015, 6
[6]   Full-colour nanoprint-hologram synchronous metasurface with arbitrary hue-saturation-brightness control [J].
Bao, Yanjun ;
Yu, Ying ;
Xu, Haofei ;
Guo, Chao ;
Li, Juntao ;
Sun, Shang ;
Zhou, Zhang-Kai ;
Qiu, Cheng-Wei ;
Wang, Xue-Hua .
LIGHT-SCIENCE & APPLICATIONS, 2019, 8 (1)
[7]   Broadband electro-optic polarization conversion with atomically thin black phosphorus [J].
Biswas, Souvik ;
Grajower, Meir Y. ;
Watanabe, Kenji ;
Taniguchi, Takashi ;
Atwater, Harry A. .
SCIENCE, 2021, 374 (6566) :448-+
[8]   From Single-Dimensional to Multidimensional Manipulation of Optical Waves with Metasurfaces [J].
Chen, Shuqi ;
Li, Zhancheng ;
Liu, Wenwei ;
Cheng, Hua ;
Tian, Jianguo .
ADVANCED MATERIALS, 2019, 31 (16)
[9]   Optical polarization imaging [J].
Demos, SG ;
Alfano, RR .
APPLIED OPTICS, 1997, 36 (01) :150-155
[10]   Convolutional neural network: a review of models, methodologies and applications to object detection [J].
Dhillon, Anamika ;
Verma, Gyanendra K. .
PROGRESS IN ARTIFICIAL INTELLIGENCE, 2020, 9 (02) :85-112