Restoration of Degraded Images Using Pupil-Size Diversity Technology With Stochastic Parallel Gradient Descent Algorithm

The performance of imaging systems is inevitably degraded by aberrations of optical systems. Furthermore, images detected by long-distance imaging schemes also suffer blurring induced by atmospheric turbulence. To address this problem, we propose and demonstrate an aberration-free imaging procedure...

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Vydáno v:IEEE photonics journal Ročník 8; číslo 2; s. 1 - 10
Hlavní autoři: Xie, Zongliang, Ma, Haotong, Qi, Bo, Ren, Ge, Tan, Yufeng, He, Bi, Zeng, Hengliang, Jiang, Chuan
Médium: Journal Article
Jazyk:angličtina
Vydáno: Piscataway IEEE 01.04.2016
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:
Aberration
aberration elimination
Adaptive optics
Algorithms
Degradation
Descent
Image reconstruction
Image restoration
Imaging
nonlinear optimization
Optical distortion
Optical filters
Optical imaging
Optical sensors
Pupil-size diversity
Pupils
stochastic parallel gradient descent (SPGD) algorithm
Stochasticity
Pupil-size diversity
aberration elimination
stochastic parallel gradient descent (SPGD) algorithm
nonlinear optimization
ISSN:1943-0655, 1943-0647
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Abstract The performance of imaging systems is inevitably degraded by aberrations of optical systems. Furthermore, images detected by long-distance imaging schemes also suffer blurring induced by atmospheric turbulence. To address this problem, we propose and demonstrate an aberration-free imaging procedure in this paper, which is termed pupil-size diversity technology. With no additional optical element, the reported technique first acquires several intensity images only by simply resizing the pupil of an imaging system. The spatial difference of pupil areas generates pupil diversity. Then, based on the nonlinear optimization method, a high-quality image eliminating distortions can be reconstructed by processing the multiple diversity images with the stochastic parallel gradient descent algorithm. Comparative results of simulations and experiments, for correcting inner and external aberrations, respectively, verify the validity. The proposed technology in this paper may provide an alternative for adaptive optics systems and find wide applications in computational photography and remote sensing.
AbstractList The performance of imaging systems is inevitably degraded by aberrations of optical systems. Furthermore, images detected by long-distance imaging schemes also suffer blurring induced by atmospheric turbulence. To address this problem, we propose and demonstrate an aberration-free imaging procedure in this paper, which is termed pupil-size diversity technology. With no additional optical element, the reported technique first acquires several intensity images only by simply resizing the pupil of an imaging system. The spatial difference of pupil areas generates pupil diversity. Then, based on the nonlinear optimization method, a high-quality image eliminating distortions can be reconstructed by processing the multiple diversity images with the stochastic parallel gradient descent algorithm. Comparative results of simulations and experiments, for correcting inner and external aberrations, respectively, verify the validity. The proposed technology in this paper may provide an alternative for adaptive optics systems and find wide applications in computational photography and remote sensing.
Author Bi He
Hengliang Zeng
Haotong Ma
Yufeng Tan
Zongliang Xie
Bo Qi
Ge Ren
Chuan Jiang
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Cites_doi 10.1364/OL.29.002707
10.1364/OE.23.014836
10.1364/OL.35.003291
10.1007/978-3-642-33712-3_14
10.1117/12.7972989
10.1364/AO.33.002157
10.1109/TIP.2003.814255
10.1364/OE.20.012059
10.1364/JOSAA.5.000914
10.1038/nmeth.2925
10.1364/AO.39.006649
10.1088/0256-307X/30/7/074203
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10.1364/OE.17.011638
10.1364/JOSAA.9.001072
10.1364/JOSA.66.000207
10.1364/JOSAA.25.000983
10.1093/oso/9780195090192.001.0001
10.1088/0256-307X/32/12/124203
10.1109/CVPR.2009.5206802
10.1364/JOSAA.15.002745
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Keywords Pupil-size diversity
aberration elimination
stochastic parallel gradient descent (SPGD) algorithm
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References ref13
ref15
ref14
ref20
ref11
ref22
ref10
ref21
ref2
ref17
ref16
ref19
ref18
ref8
ref7
ref9
li (ref12) 2007; 5
ref4
ref3
ref6
ref5
hardy (ref1) 1998
References_xml – ident: ref16
  doi: 10.1364/OL.29.002707
– ident: ref17
  doi: 10.1364/OE.23.014836
– ident: ref5
  doi: 10.1364/OL.35.003291
– ident: ref6
  doi: 10.1007/978-3-642-33712-3_14
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  doi: 10.1117/12.7972989
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  doi: 10.1364/AO.33.002157
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  doi: 10.1109/TIP.2003.814255
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  doi: 10.1364/OE.20.012059
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  doi: 10.1038/nmeth.2925
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  doi: 10.1364/AO.39.006649
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  doi: 10.1088/0256-307X/30/7/074203
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  doi: 10.1364/OE.22.029515
– ident: ref4
  doi: 10.1364/OE.17.011638
– volume: 5
  start-page: 201
  year: 2007
  ident: ref12
  article-title: Restoration of solar and star images with phase diversity-based blind deconvolution
  publication-title: Chin Opt Lett
– ident: ref13
  doi: 10.1364/JOSAA.9.001072
– ident: ref22
  doi: 10.1364/JOSA.66.000207
– ident: ref3
  doi: 10.1364/JOSAA.25.000983
– year: 1998
  ident: ref1
  publication-title: Adaptive Optics for Astronomical Telescopes
  doi: 10.1093/oso/9780195090192.001.0001
– ident: ref21
  doi: 10.1088/0256-307X/32/12/124203
– ident: ref8
  doi: 10.1109/CVPR.2009.5206802
– ident: ref18
  doi: 10.1364/JOSAA.15.002745
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SubjectTerms Aberration
aberration elimination
Adaptive optics
Algorithms
Degradation
Descent
Image reconstruction
Image restoration
Imaging
nonlinear optimization
Optical distortion
Optical filters
Optical imaging
Optical sensors
Pupil-size diversity
Pupils
stochastic parallel gradient descent (SPGD) algorithm
Stochasticity
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Title Restoration of Degraded Images Using Pupil-Size Diversity Technology With Stochastic Parallel Gradient Descent Algorithm
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