ACS Photonics · 2021 · 75 citations · 39 references
EngineeringBiomedical EngineeringBiomedical ImagingDigital ImagingOptics3D ImagingCamera SimulationOptical ImagingComputational ImagingDense Depth EstimationDispersive MediaMetasurface Polarization ControlMetasurfacesSpatial TextureThree-dimensional Optical Imaging
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.
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Flat optics with designer metasurfaces
Nanfang Yu, Federico Capasso · Nature Materials · 2014 · 5.8K citations
Image Quality Metrics: PSNR vs. SSIM
Alain Horé, Djemel Ziou · 2010 · 4.4K citations