A review of dielectric optical metasurfaces for spatial differentiation and edge detection

Dielectric metasurfaces-based planar optical spatial differentiator and edge detection have recently been proposed to play an important role in the parallel and fast image processing technology. With the development of dielectric metasurfaces of different geometries and resonance mechanisms, diverse on-chip spatial differentiators have been proposed by tailoring the dispersion characteristics of subwavelength structures. This review focuses on the basic principles and characteristic parameters of dielectric metasurfaces as first- and second-order spatial differentiators realized via the Green’s function approach. The spatial bandwidth and polarization dependence are emphasized as key properties by comparing the optical transfer functions of metasurfaces for different incident wavevectors and polarizations. To present the operational capabilities of a two-dimensional spatial differentiator in image information acquisition, edge detection is described to illustrate the practicability of the device. As an application example, experimental demonstrations of edge detection for different biological cells and a flower mold are discussed, in which a spatial differentiator and objective lens or camera are integrated in three optical pathway configurations. The realization of spatial differentiators and edge detection with dielectric metasurfaces provides new opportunities for ultrafast information identification in biological imaging and machine vision.

[1]  Shuangchun Wen,et al.  Generalized Spatial Differentiation from the Spin Hall Effect of Light and Its Application in Image Processing of Edge Detection , 2019, Physical Review Applied.

[2]  C. Pfeiffer,et al.  Metamaterial Huygens' surfaces: tailoring wave fronts with reflectionless sheets. , 2013, Physical review letters.

[3]  Andrea Alù,et al.  Nonlocal Metasurfaces for Optical Signal Processing. , 2018, Physical review letters.

[4]  Shanhui Fan,et al.  Plasmonic computing of spatial differentiation , 2017, Nature Communications.

[5]  Yuri S. Kivshar,et al.  Quantum metasurface for multiphoton interference and state reconstruction , 2018, Science.

[6]  Andrei Faraon,et al.  A review of dielectric optical metasurfaces for wavefront control , 2018, Nanophotonics.

[7]  Erez Hasman,et al.  Dielectric gradient metasurface optical elements , 2014, Science.

[8]  Anders Pors,et al.  Analog computing using reflective plasmonic metasurfaces. , 2015, Nano letters.

[9]  Ting Xu,et al.  Low-loss metasurface optics down to the deep ultraviolet region. , 2020, Light, science & applications.

[10]  Weixuan Zhang,et al.  Solving constant-coefficient differential equations with dielectric metamaterials , 2016 .

[11]  Zheng-qi Liu,et al.  All-metal meta-surfaces for narrowband light absorption and high performance sensing , 2016 .

[12]  C. Qiu,et al.  Advances in Full Control of Electromagnetic Waves with Metasurfaces , 2016 .

[13]  A. Polman,et al.  Dual-Polarization Analog 2D Image Processing with Nonlocal Metasurfaces , 2020 .

[14]  Zheng-qi Liu,et al.  High-performance plasmonic oblique sensors for the detection of ions , 2020, Nanotechnology.

[15]  N. Yu,et al.  Light Propagation with Phase Discontinuities: Generalized Laws of Reflection and Refraction , 2011, Science.

[16]  A. Khavasi,et al.  Two-Dimensional Edge Detection by Guided Mode Resonant Metasurface , 2017, IEEE Photonics Technology Letters.

[17]  Ata Chizari,et al.  Analog optical computing based on a dielectric meta-reflect array. , 2016, Optics letters.

[18]  Yuri S. Kivshar,et al.  Grayscale transparent metasurface holograms , 2016 .

[19]  Yuri S. Kivshar,et al.  High‐Efficiency Dielectric Huygens’ Surfaces , 2015 .

[20]  J. Goodman Introduction to Fourier optics , 1969 .

[21]  Q. Gong,et al.  Polarization-controlled color-tunable holograms with dielectric metasurfaces , 2017 .

[22]  Lei-lei Shi,et al.  Ultra-narrow multi-band polarization-insensitive plasmonic perfect absorber for sensing , 2020, Nanotechnology.

[23]  Dimitrios Sounas,et al.  High-Index Dielectric Metasurfaces Performing Mathematical Operations , 2019, Nano letters.

[24]  C. H. Chu,et al.  Fundamentals and Applications of Metasurfaces , 2017 .

[25]  Hossein Mosallaei,et al.  METASURFACE NANOANTENNAS FOR LIGHT PROCESSING , 2013 .

[26]  Timothy J. Davis,et al.  Metasurfaces with Asymmetric Optical Transfer Functions for Optical Signal Processing. , 2019, Physical review letters.

[27]  S. Wen,et al.  Spatial differential operation and edge detection based on the geometric spin Hall effect of light. , 2020, Optics letters.

[28]  Essam A. El-Kwae,et al.  Edge detection in medical images using a genetic algorithm , 1998, IEEE Transactions on Medical Imaging.

[29]  Bahram Jalali,et al.  Analog optical computing , 2015, Nature Photonics.

[30]  Shanhui Fan,et al.  A Photonic Crystal Slab Laplace Differentiator , 2017, 2018 Conference on Lasers and Electro-Optics (CLEO).

[31]  Laura Waller,et al.  All‐Silicon Broadband Ultraviolet Metasurfaces , 2018, Advanced materials.

[32]  Zhaohui Li,et al.  Optical analog computing of spatial differentiation and edge detection with dielectric metasurfaces. , 2020, Optics letters.

[33]  Seyedeh Mahsa Kamali,et al.  Angle-multiplexed metasurfaces , 2017, 2018 Conference on Lasers and Electro-Optics (CLEO).

[34]  Kang Ryoung Park,et al.  Enhanced Detection and Recognition of Road Markings Based on Adaptive Region of Interest and Deep Learning , 2019, IEEE Access.

[35]  Yuri S. Kivshar,et al.  Fano resonances in photonics , 2017, Nature Photonics.

[36]  Wei Jiang,et al.  Multilayered analog optical differentiating device: performance analysis on structural parameters. , 2017, Optics letters.

[37]  Jianji Yang,et al.  High-efficiency, large-area, topology-optimized metasurfaces , 2019, Light: Science & Applications.

[38]  L. Guo,et al.  Breaking Malus’ law: Highly efficient, broadband, and angular robust asymmetric light transmitting metasurface , 2016 .

[39]  B. Luk’yanchuk,et al.  Optically resonant dielectric nanostructures , 2016, Science.

[40]  Ata Chizari,et al.  Dielectric metasurfaces solve differential and integro-differential equations. , 2017, Optics letters.

[41]  Xian-shu Luo Subwavelength Optical Engineering with Metasurface Waves , 2018 .

[42]  A. Kildishev,et al.  Planar Photonics with Metasurfaces , 2013, Science.

[43]  Wenqi Zhu,et al.  Ultrafast optical pulse shaping using dielectric metasurfaces , 2019, Science.

[44]  Shanhui Fan,et al.  Photonic crystal slab Laplace operator for image differentiation , 2018 .

[45]  Andrea Alù,et al.  Performing Mathematical Operations with Metamaterials , 2014, Science.

[46]  N. Yu,et al.  Flat optics with designer metasurfaces. , 2014, Nature materials.

[47]  M. Wegener,et al.  Past Achievements and Future Challenges in 3D Photonic Metamaterials , 2011, 1109.0084.

[48]  M. Wegener,et al.  Past achievements and future challenges in the development of three-dimensional photonic metamaterials , 2011 .

[49]  S. Wen,et al.  Wavelength-independent optical fully differential operation based on the spin–orbit interaction of light , 2020 .

[50]  Sajjad Abdollahramezani,et al.  Meta-optics for spatial optical analog computing , 2020, ArXiv.

[51]  Shanhui Fan,et al.  Analysis of guided resonances in photonic crystal slabs , 2002 .

[52]  S. Fan,et al.  Isotropic wavevector domain image filters by a photonic crystal slab device. , 2018, Journal of the Optical Society of America. A, Optics, image science, and vision.

[53]  Shuang Zhang,et al.  Metasurface holography: from fundamentals to applications , 2018, Nanophotonics.

[54]  W. T. Chen,et al.  Metalenses at visible wavelengths: Diffraction-limited focusing and subwavelength resolution imaging , 2016, Science.

[55]  A. Arbabi,et al.  Dielectric metasurfaces for complete control of phase and polarization with subwavelength spatial resolution and high transmission. , 2014, Nature nanotechnology.

[56]  J. Pendry,et al.  Magnetism from conductors and enhanced nonlinear phenomena , 1999 .

[57]  Zheng-qi Liu,et al.  High-quality multispectral bio-sensing with asymmetric all-dielectric meta-materials , 2017 .

[58]  Shuangchun Wen,et al.  Optical edge detection based on high-efficiency dielectric metasurface , 2019, Proceedings of the National Academy of Sciences.

[59]  Yungui Ma,et al.  Analog Optical Spatial Differentiators Based on Dielectric Metasurfaces , 2019, Advanced Optical Materials.

[60]  Ann Roberts,et al.  Optical image processing with metasurface dark modes. , 2018, Journal of The Optical Society of America A-optics Image Science and Vision.

[61]  You Zhou,et al.  Flat optics for image differentiation , 2020 .

[62]  C. Zhang,et al.  Photonic Spin-Multiplexing Metasurface for Switchable Spiral Phase Contrast Imaging. , 2020, Nano letters.

[63]  Cheng Zhang,et al.  Low-loss metasurface optics down to the deep ultraviolet region , 2020, Light: Science & Applications.

[64]  I. Brener,et al.  High-efficiency light-wave control with all-dielectric optical Huygens' metasurfaces , 2014, 1405.5038.

[65]  Cheng Guo,et al.  Compact incoherent image differentiation with nanophotonic structures , 2020, Metamaterials, Metadevices, and Metasystems 2020.

[66]  Federico Capasso,et al.  A broadband achromatic metalens for focusing and imaging in the visible , 2018, Nature Nanotechnology.

[67]  Zhaowei Liu,et al.  Two-dimensional optical spatial differentiation and high-contrast imaging , 2020, National science review.

[68]  Delu Pan,et al.  Edge-Guided Multiscale Segmentation of Satellite Multispectral Imagery , 2012, IEEE Transactions on Geoscience and Remote Sensing.

[69]  Xiaopeng Zhao,et al.  Performing differential operation with a silver dendritic metasurface at visible wavelengths. , 2017, Optics express.

[70]  Federico Capasso,et al.  Metasurface Polarization Optics: Independent Phase Control of Arbitrary Orthogonal States of Polarization. , 2017, Physical review letters.

[71]  A. Khavasi,et al.  Fundamental limit for gain and resolution in analog optical edge detection. , 2020, Optics express.

[72]  Yan Wang,et al.  Achieving an ultra-narrow multiband light absorption meta-surface via coupling with an optical cavity , 2015, Nanotechnology.

[73]  David R. Smith,et al.  Electromagnetic parameter retrieval from inhomogeneous metamaterials. , 2005, Physical review. E, Statistical, nonlinear, and soft matter physics.