Speckle spatial correlations aiding optical transmission matrix retrieval: the smoothed Gerchberg-Saxton single-iteration algorithm

被引:15
作者
Ancora, Daniele [1 ]
Dominici, Lorenzo [2 ]
Gianfrate, Antonio [2 ]
Cazzato, Paolo [2 ]
De Giorgi, Milena [2 ]
Ballarini, Dario [2 ]
Sanvitto, Daniele [2 ]
Leuzzi, Luca [1 ,3 ]
机构
[1] Univ Roma Sapienza, Dept Phys, Piazzale Aldo Moro 5, I-00185 Rome, Italy
[2] CNR, Inst Nanotechnol, NANOTEC, Via Monteroni, I-73100 Lecce, Italy
[3] CNR, Inst Nanotechnol, Soft & Living Matter Lab, NANOTEC, Piazzale Aldo Moro 5, I-00185 Rome, Italy
基金
欧洲研究理事会;
关键词
PHASE RETRIEVAL; MULTIMODE FIBER; LIGHT;
D O I
10.1364/PRJ.462578
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
The estimation of the transmission matrix of a disordered medium is a challenging problem in disordered photonics. Usually, its reconstruction relies on a complex inversion that aims at connecting a fully controlled input to the deterministic interference of the light field scrambled by the device. At the moment, iterative phase retrieval protocols provide the fastest reconstructing frameworks, converging in a few tens of iterations. Exploiting the knowledge of speckle correlations, we construct a new phase retrieval algorithm that reduces the computational cost to a single iteration. Besides being faster, our method is practical because it accepts fewer measurements than state-of-the-art protocols. Thanks to reducing computation time by one order of magnitude, our result can be a step forward toward real-time optical imaging that exploits disordered devices. (c) 2022 Chinese Laser Press
引用
收藏
页码:2349 / 2358
页数:10
相关论文
共 45 条
[1]   Transmission matrix inference via pseudolikelihood decimation [J].
Ancora, Daniele ;
Leuzzi, Luca .
JOURNAL OF PHYSICS A-MATHEMATICAL AND THEORETICAL, 2022, 55 (39)
[2]   Spinning pupil aberration measurement for anisoplanatic deconvolution [J].
Ancora, Daniele ;
Furieri, Tommaso ;
Bonora, Stefano ;
Bassi, Andrea .
OPTICS LETTERS, 2021, 46 (12) :2884-2887
[3]  
Ben-Israel A., 2003, Generalized inverses: Theory and Applications, V2
[4]   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
[5]   Non-invasive focusing and imaging in scattering media with a fluorescence-based transmission matrix [J].
Boniface, Antoine ;
Dong, Jonathan ;
Gigan, Sylvain .
NATURE COMMUNICATIONS, 2020, 11 (01)
[6]   Transmission-matrix-based point-spread-function engineering through a complex medium [J].
Boniface, Antoine ;
Mounaix, Mickael ;
Blochet, Baptiste ;
Piestun, Rafael ;
Gigan, Sylvain .
OPTICA, 2017, 4 (01) :54-59
[7]   Genetic algorithm optimization for focusing through turbid media in noisy environments [J].
Conkey, Donald B. ;
Brown, Albert N. ;
Caravaca-Aguirre, Antonio M. ;
Piestun, Rafael .
OPTICS EXPRESS, 2012, 20 (05) :4840-4849
[8]   High-speed scattering medium characterization with application to focusing light through turbid media [J].
Conkey, Donald B. ;
Caravaca-Aguirre, Antonio M. ;
Piestun, Rafael .
OPTICS EXPRESS, 2012, 20 (02) :1733-1740
[9]   Intensity-only measurement of partially uncontrollable transmission matrix: demonstration with wave-field shaping in a microwave cavity [J].
del Hougne, Philipp ;
Rajaei, Boshra ;
Daudet, Laurent ;
Lerosey, Geoffroy .
OPTICS EXPRESS, 2016, 24 (16) :18631-18641
[10]   Characterization of an imaging multimode optical fiber using a digital micro-mirror device based single-beam system [J].
Deng, Liang ;
Yan, Joseph D. ;
Elson, Daniel S. ;
Su, Lei .
OPTICS EXPRESS, 2018, 26 (14) :18436-18447