PhlatCam: Designed Phase-Mask Based Thin Lensless Camera

被引:96
|
作者
Boominathan, Vivek [1 ]
Adams, Jesse K. [2 ]
Robinson, Jacob T. [1 ]
Veeraraghavan, Ashok [1 ]
机构
[1] Rice Univ, Dept Elect & Comp Engn, Houston, TX 77005 USA
[2] Rice Univ, Appl Phys Program, Houston, TX 77005 USA
关键词
Cameras; Image reconstruction; Two dimensional displays; Lenses; Three-dimensional displays; lensless imaging; diffractive masks; phase retrieval refocusing; 3D imagin; IMAGE; CELLS;
D O I
10.1109/TPAMI.2020.2987489
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We demonstrate a versatile thin lensless camera with a designed phase-mask placed at sub-2 mm from an imaging CMOS sensor. Using wave optics and phase retrieval methods, we present a general-purpose framework to create phase-masks that achieve desired sharp point-spread-functions (PSFs) for desired camera thicknesses. From a single 2D encoded measurement, we show the reconstruction of high-resolution 2D images, computational refocusing, and 3D imaging. This ability is made possible by our proposed high-performance contour-based PSF. The heuristic contour-based PSF is designed using concepts in signal processing to achieve maximal information transfer to a bit-depth limited sensor. Due to the efficient coding, we can use fast linear methods for high-quality image reconstructions and switch to iterative nonlinear methods for higher fidelity reconstructions and 3D imaging.
引用
收藏
页码:1618 / 1629
页数:12
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