Skip to main content

Toward Long-Distance Subdiffraction Imaging Using Coherent Camera Arrays

Publication ,  Journal Article
Holloway, J; Asif, MS; Sharma, MK; Matsuda, N; Horstmeyer, R; Cossairt, O; Veeraraghavan, A
Published in: IEEE Transactions on Computational Imaging
September 1, 2016

In this work, we propose using camera arrays coupled with coherent illumination as an effective method of improving spatial resolution in long distance images by a factor of ten and beyond. Recent advances in ptychography have demonstrated that one can image beyond the diffraction limit of the objective lens in a microscope. We demonstrate a similar imaging system to image beyond the diffraction limit in long range imaging. We emulate a camera array with a single camera attached to an XY translation stage. We show that an appropriate phase retrieval based reconstruction algorithm can be used to effectively recover the lost high resolution details from the multiple low resolution acquired images. We analyze the effects of noise, required degree of image overlap, and the effect of increasing synthetic aperture size on the reconstructed image quality. We show that coherent camera arrays have the potential to greatly improve imaging performance. Our simulations show resolution gains of 10 and more are achievable. Furthermore, experimental results from our proof-of-concept systems show resolution gains of 4 - 7 for real scenes. All experimental data and code is made publicly available on the project webpage. Finally, we introduce and analyze in simulation a new strategy to capture macroscopic Fourier Ptychography images in a single snapshot, albeit using a camera array.

Duke Scholars

Altmetric Attention Stats
Dimensions Citation Stats

Published In

IEEE Transactions on Computational Imaging

DOI

EISSN

2333-9403

ISSN

2573-0436

Publication Date

September 1, 2016

Volume

2

Issue

3

Start / End Page

251 / 265

Related Subject Headings

  • 4903 Numerical and computational mathematics
  • 4603 Computer vision and multimedia computation
  • 4006 Communications engineering
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Holloway, J., Asif, M. S., Sharma, M. K., Matsuda, N., Horstmeyer, R., Cossairt, O., & Veeraraghavan, A. (2016). Toward Long-Distance Subdiffraction Imaging Using Coherent Camera Arrays. IEEE Transactions on Computational Imaging, 2(3), 251–265. https://doi.org/10.1109/TCI.2016.2557067
Holloway, J., M. S. Asif, M. K. Sharma, N. Matsuda, R. Horstmeyer, O. Cossairt, and A. Veeraraghavan. “Toward Long-Distance Subdiffraction Imaging Using Coherent Camera Arrays.” IEEE Transactions on Computational Imaging 2, no. 3 (September 1, 2016): 251–65. https://doi.org/10.1109/TCI.2016.2557067.
Holloway J, Asif MS, Sharma MK, Matsuda N, Horstmeyer R, Cossairt O, et al. Toward Long-Distance Subdiffraction Imaging Using Coherent Camera Arrays. IEEE Transactions on Computational Imaging. 2016 Sep 1;2(3):251–65.
Holloway, J., et al. “Toward Long-Distance Subdiffraction Imaging Using Coherent Camera Arrays.” IEEE Transactions on Computational Imaging, vol. 2, no. 3, Sept. 2016, pp. 251–65. Scopus, doi:10.1109/TCI.2016.2557067.
Holloway J, Asif MS, Sharma MK, Matsuda N, Horstmeyer R, Cossairt O, Veeraraghavan A. Toward Long-Distance Subdiffraction Imaging Using Coherent Camera Arrays. IEEE Transactions on Computational Imaging. 2016 Sep 1;2(3):251–265.

Published In

IEEE Transactions on Computational Imaging

DOI

EISSN

2333-9403

ISSN

2573-0436

Publication Date

September 1, 2016

Volume

2

Issue

3

Start / End Page

251 / 265

Related Subject Headings

  • 4903 Numerical and computational mathematics
  • 4603 Computer vision and multimedia computation
  • 4006 Communications engineering