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Articles

Super-resolution algorithm applied to images acquired at millimeter wave frequency in single pixel and computational ghost imaging configurations

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Pages 2328-2340 | Received 07 May 2019, Accepted 02 Oct 2019, Published online: 16 Oct 2019

References

  • Patel VM, Mait JN, Prather DW, et al. Computational millimeter wave imaging: problems, progress, and prospects. IEEE Signal Process Mag. 2016;33:109–118. doi: 10.1109/MSP.2016.2581206
  • Liu T, Chen Z, Liu S, et al. Blind image restoration with sparse priori regularization for passive millimeter-wave images. J Vis Commun Image Represent. 2016;40:58–66. doi: 10.1016/j.jvcir.2016.06.007
  • Zhang Z, Dou W. Binary diffractive small lens array for thz imaging system. J Electromagn Waves Appl. 2011;25:177–187. doi: 10.1163/156939311794362821
  • Duarte MF, Davenport MA, Takbar D, et al. Single-pixel imaging via compressive sampling. IEEE Signal Process Mag. 2008;25:83–91. doi: 10.1109/MSP.2007.914730
  • Shapiro JH. Computational ghost imaging. Phys Rev A. 2008 Dec;78:061802.
  • Padgett MJ, Boyd RW. An introduction to ghost imaging: quantum and classical. Philos Trans R Soc Lond A. 2017;375:2099. doi: 10.1098/rsta.2016.0233
  • Chan WL, Charan K, Takhar D, et al. A single-pixel terahertz imaging system based on compressed sensing. Appl Phys Lett. 2008;93:121105. doi: 10.1063/1.2989126
  • Donoho DL. Compressed sensing. IEEE Trans Inform Theory. 2006 Apr;52:1289–1306. doi: 10.1109/TIT.2006.871582
  • Candes EJ, Romberg J, Tao T. Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information. IEEE Trans Inform Theory. 2006 Feb;52:489–509. doi: 10.1109/TIT.2005.862083
  • Candes EJ, Romberg J, Tao T. Stable signal recovery from incomplete and inaccurate measurements. Commun Pure Appl Math. 2006;59:1207–1223. doi: 10.1002/cpa.20124
  • Candes EJ, Tao T. Decoding by linear programming. IEEE Trans Inform Theory. 2005 Dec;51:4203–4215. doi: 10.1109/TIT.2005.858979
  • Shen H, Newman N, Gan L. Compressed terahertz imaging system using a spin disk. 35th International Conference on Infrared, Millimeter, and Terahertz Waves. Rome Italy, 2010 Sep. p. 2162–2027.
  • Alkus U, Sengun Ermeydan E, Sahin AB, et al. Enhancing the image resolution in a single-pixel sub-THz imaging system based on compressed sensing. Opt Eng. 2018;57:043102. doi: 10.1117/1.OE.57.4.043102
  • Bai J, Chen W, Deng Z, et al. Millimetre wave compressive sensing imaging based on coded frequency selective surface. J Electromagn Waves Appl. 2016;30:1171–1182. doi: 10.1080/09205071.2016.1184994
  • Pittman TB, Shih YH, Strekalov DV, et al. Optical imaging by means of two-photon quantum entanglement. Phys Rev A. 1995 Nov;52:R3429–R3432. doi: 10.1103/PhysRevA.52.R3429
  • DStrekalov DV, Sergienko AV, Klyshko DN, et al. Observation of two-photon ghost interference and diffraction. Phys Rev Lett. 1995 May;74:3600–3603. doi: 10.1103/PhysRevLett.74.3600
  • Edgar MP, Gibson MG, Bowman RW, et al. Simultaneous real-time visible and infrared video with single-pixel detectors. Sci Rep. 2015;5:10669–10669. doi: 10.1038/srep10669
  • Nasrollahi K, Moeslund TB. Super-resolution: a comprehensive survey. Mach Vis Appl. 2014 Aug;25:1423–1468. doi: 10.1007/s00138-014-0623-4
  • Schmitt KM, Rahm M. Evaluation of the impact of diffraction on image reconstruction in single-pixel imaging systems. Opt Express. 2016 Oct;24:23863–23871. doi: 10.1364/OE.24.023863
  • Alkus U, SengunErmeydan E, Sahin AB. Super-resolution image reconstruction applied to an active millimeter wave imaging system based on compressive sensing. Proc SPIE Millimetre Wave and Terahertz Sensors and Technology X. 2017;10439:104390B-1–104390B-8. https://doi.org/10.1117/12.2278022.
  • Protter M, Elad M, Takeda H, et al. Generalizing the nonlocal-means to super-resolution reconstruction. IEEE Trans Image Process. 2009 Jan;18:36–51. doi: 10.1109/TIP.2008.2008067
  • Kircullen P. Speckle pattern based single pixel imaging [master's thesis]. University of Northern British Columbia; 2017.
  • Needell D, Ward R. Stable image reconstruction using total variation minimization. SIAM J Imaging Sci. 2013;6:1035–1058. doi: 10.1137/120868281
  • Sengun Ermeydan E, Mete M, Degirmenci A, et al. Effects of reconstruction algorithms on imaging in millimeter wave transmission system based on compressed sensing. 3rd International Conference on Engineering Technology and Applied Sciences Congress (ICETAS). 2018 Jul 18–19; Skopje, Macedonia.
  • Candes EJ, Romberg J. L1-Magic: Recovery of sparse signals. Available from: http://www.acm.caltech.edu/l1magic/ 2005.
  • Li C, Yin W, Jiang H, et al. An efficient augmented Lagrangian method with applications to total variation minimization. Comput Optim Appl. 2013;56:507–530. doi: 10.1007/s10589-013-9576-1
  • Farsiu S, Robinson MD, Elad M, et al. Fast and robust multiframe super resolution. IEEE Trans Image Process. 2004 Oct;13:1327–1344. doi: 10.1109/TIP.2004.834669
  • Elad M, Hel-Or Y. A fast super-resolution reconstruction algorithm for pure translational motion and common space-invariant blur. IEEE Trans Image Process. 2001 Aug;10:1187–1193. doi: 10.1109/83.935034
  • Wang Z, Bovik AC, Sheikh HR, et al. Image quality assessment: from error visibility to structural similarity. IEEE Trans Image Process. 2004 Apr;13:600–612. doi: 10.1109/TIP.2003.819861
  • Wang Z, Simoncelli P, Bovik AC. Multiscale structural similarity for image quality assessment. Thirty-Seventh Asilomar Conf Signals Syst Comput. 2003;2:1398–1402.
  • Mittal A, Soundararajan R, Bovik AC. Making a completely blind image quality analyzer. IEEE Signal Process Lett. 2013 Mar;20:209–212. doi: 10.1109/LSP.2012.2227726
  • Saad MA, Bovik AC, Charrier C. Blind image quality assessment: a natural scene statistics approach in the DCT domain. IEEE Trans Image Process. 2012 Aug;21:3339–3352. doi: 10.1109/TIP.2012.2191563
  • Sun B, Edgar MP, Bowman R. 3D computational ghost imaging. 2014 IEEE Photonics Conference. San Diego, CA, 2014. p. 174–175.

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