3D Imaging Using Extreme Dispersion in Optical Metasurfaces

被引:37
|
作者
Tan, Shiyu [1 ]
Yang, Frank [1 ]
Boominathan, Vivek [1 ]
Veeraraghavan, Ashok [1 ]
Naik, Gururaj, V [1 ]
机构
[1] Rice Univ, Elect & Comp Engn, Houston, TX 77005 USA
关键词
metasurface; 3D reconstruction; depth from defocus; chromatic dispersion; convolutional neural network; METALENS;
D O I
10.1021/acsphotonics.1c00110
中图分类号
TB3 [工程材料学];
学科分类号
0805 ; 080502 ;
摘要
Metasurfaces have the potential to revolutionize imaging technologies due to their extreme control of phase, polarization, and amplitude of the incident light. They rely upon enhanced local interaction of light to achieve the desired phase profile. As a consequence of the enhanced local interaction of light, metasurfaces are highly dispersive. This strong dispersion has been recognized as a primary limitation as it relates to realizing conventional imaging with metasurfaces. Here, we argue that this strong dispersion is an added degree of design freedom for computational imaging, potentially opening up novel applications. In particular, we exploit this strongly dispersive property of metasurfaces to propose a compact, single-shot, and passive 3D imaging camera. Our device consists of a metalens engineered to focus different wavelengths at different depths and two deep networks to recover depth and RGB texture information from chromatic, defocused images acquired by the system. In contrast with other metasurface-based 3D sensors, our design can operate in the full visible range with a larger field-of-view (FOV) and can potentially generate dense depth maps of complicated 3D scenes. Our simulation results on a 1 mm diameter metalens demonstrate its ability to capture 3D depth and texture information ranging from 0.12 to 0.6 m.
引用
收藏
页码:1421 / 1429
页数:9
相关论文
共 50 条
  • [1] 3D Fabrication for Optical Metamaterials and Metasurfaces
    Wong, Zi Jing
    Zhang, Xiang
    2016 PROGRESS IN ELECTROMAGNETICS RESEARCH SYMPOSIUM (PIERS), 2016, : 1863 - 1863
  • [2] Surface that perceives depth: 3D imaging with metasurfaces
    Lei Xua
    Mohsen Rahmani
    Advanced Photonics , 2019, (03) : 4 - 5
  • [3] Surface that perceives depth: 3D imaging with metasurfaces
    Lei Xua
    Mohsen Rahmani
    Advanced Photonics, 2019, 1 (03) : 4 - 5
  • [4] Surface that perceives depth: 3D imaging with metasurfaces
    Xu, Lei
    Rahmani, Mohsen
    ADVANCED PHOTONICS, 2019, 1 (03):
  • [5] Quantitative 3D Phase Imaging of Plasmonic Metasurfaces
    Babocky, Jiri
    Krizova, Aneta
    Strbkova, Lenka
    Kejik, Lukas
    Ligmajer, Filip
    Hrton, Martin
    Dvorak, Petr
    Tyc, Matej
    Collakova, Jana
    Krapek, Vlastimil
    Kalousek, Radek
    Chmelik, Radim
    Sikola, Tomas
    ACS PHOTONICS, 2017, 4 (06): : 1389 - 1397
  • [6] Dispersion engineering for 3D subwavelength imaging using photonic crystals
    Prather, Dennis W.
    Lu, Zhaolin
    Shi, Shouyuan
    Schuetz, Christopher A.
    PHOTONIC CRYSTAL MATERIALS AND DEVICES IV, 2006, 6128
  • [7] Challenges and Opportunities in Modeling and Optimization of 3D Optical Metasurfaces
    Burckel, D. Bruce
    Pung, Aaron J.
    Campione, Salvatore
    2018 INTERNATIONAL APPLIED COMPUTATIONAL ELECTROMAGNETICS SOCIETY SYMPOSIUM (ACES), 2018,
  • [8] 3D surface reconstruction using optical flow for medical imaging
    Weng, N
    Yang, YH
    Pierson, R
    1996 IEEE NUCLEAR SCIENCE SYMPOSIUM - CONFERENCE RECORD, VOLS 1-3, 1997, : 1845 - 1849
  • [9] Application of optical 3D imaging in exophthalmometry
    Nkenke, E
    Kramer, M
    Benz, M
    Maier, T
    Wiltfang, J
    Häusler, G
    Neukam, FW
    CARS 2003: COMPUTER ASSISTED RADIOLOGY AND SURGERY, PROCEEDINGS, 2003, 1256 : 1407 - 1407
  • [10] Optical processing for 3D digital imaging
    Brady, DJ
    LEOS 2000 - IEEE ANNUAL MEETING CONFERENCE PROCEEDINGS, VOLS. 1 & 2, 2000, : 114 - 114