PhlatCam: Designed Phase-Mask Based Thin Lensless Camera

被引:109
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
相关论文
共 49 条
[1]   Single-frame 3D fluorescence microscopy with ultraminiature lensless FlatScope [J].
Adams, Jesse K. ;
Boominathan, Vivek ;
Avants, Benjamin W. ;
Vercosa, Daniel G. ;
Ye, Fan ;
Baraniuk, Richard G. ;
Robinson, Jacob T. ;
Veeraraghavan, Ashok .
SCIENCE ADVANCES, 2017, 3 (12)
[2]  
Alan V. O., 1996, SIGNALS SYSTEMS
[3]  
[Anonymous], 2013, P SENS
[4]  
[Anonymous], ACM T GRAPH
[5]   DiffuserCam: lensless single-exposure 3D imaging [J].
Antipa, Nick ;
Kuo, Grace ;
Heckel, Reinhard ;
Mildenhall, Ben ;
Bostan, Emrah ;
Ng, Ren ;
Waller, Laura .
OPTICA, 2018, 5 (01) :1-9
[6]   FlatCam: Thin, Lensless Cameras Using Coded Aperture and Computation [J].
Asif, M. Salman ;
Ayremlou, Ali ;
Sankaranarayanan, Aswin ;
Veeraraghavan, Ashok ;
Baraniuk, Richard G. .
IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING, 2017, 3 (03) :384-397
[7]   Wavefront sensing with a thin diffuser [J].
Berto, Pascal ;
Rigneault, Herve ;
Guillon, Marc .
OPTICS LETTERS, 2017, 42 (24) :5117-5120
[8]   Non-invasive imaging through opaque scattering layers [J].
Bertolotti, Jacopo ;
van Putten, Elbert G. ;
Blum, Christian ;
Lagendijk, Ad ;
Vos, Willem L. ;
Mosk, Allard P. .
NATURE, 2012, 491 (7423) :232-234
[9]   Lensless Imaging A computational renaissance [J].
Boominathan, Vivek ;
Adams, Jesse K. ;
Asif, M. Salman ;
Avants, Benjamin W. ;
Robinson, Jacob T. ;
Baraniuk, Richard G. ;
Sankaranarayanan, Aswin C. ;
Veeraraghavan, Ashok .
IEEE SIGNAL PROCESSING MAGAZINE, 2016, 33 (05) :23-35
[10]  
Born M, 2013, Principles of optics