Abstract

In digital holography (DH) a mixture of speckle and incoherent additive noise, which appears in numerical as well as in optical reconstruction, typically degrades the information of the object wavefront. Several methods have been proposed in order to suppress the noise contributions during recording or even during the reconstruction steps. Many of them are based on the incoherent combination of multiple holographic reconstructions achieving remarkable improvement, but only in the numerical reconstruction i.e. visualization on a pc monitor. So far, it has not been shown the direct synthesis of a digital hologram which provides the denoised optical reconstruction. Here, we propose a new effective method for encoding in a single complex wavefront the contribution of multiple incoherent reconstructions, thus allowing to obtain a single synthetic digital hologram that show significant speckle-reduction when optically projected by a Spatial Light Modulator (SLM).

© 2014 Optical Society of America

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References

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2014 (4)

P. Memmolo, V. Bianco, F. Merola, L. Miccio, M. Paturzo, and P. Ferraro, “Breakthroughs in Photonics 2013: Holographic Imaging,” IEEE Photonics Journal 6(2), 701106 (2014).

L. Miccio, P. Memmolo, F. Merola, S. Fusco, V. Embrione, A. Paciello, M. Ventre, P. A. Netti, and P. Ferraro, “Particle tracking by full-field complex wavefront subtraction in digital holography microscopy,” Lab Chip 14(6), 1129–1134 (2014).
[Crossref] [PubMed]

M. Kujawinska, T. Kozacki, C. Falldorf, T. Meeser, B. M. Hennelly, P. Garbat, W. Zaperty, M. Niemelä, G. Finke, M. Kowiel, and T. Naughton, “Multiwavefront digital holographic television,” Opt. Express 22(3), 2324–2336 (2014).
[Crossref] [PubMed]

V. Bianco, M. Paturzo, A. Finizio, A. Calabuig, B. Javidi, and P. Ferraro, “Clear microfluidics imaging through flowing blood by digital holography,” IEEE J. Sel. Top. Quantum Electron. 20(3), 6801507 (2014).

2013 (10)

Y. S. Kim, T. Kim, S. S. Woo, H. Kang, T. C. Poon, and C. Zhou, “Speckle-free digital holographic recording of a diffusely reflecting object,” Opt. Express 21(7), 8183–8189 (2013).
[Crossref] [PubMed]

V. Bianco, M. Paturzo, P. Memmolo, A. Finizio, P. Ferraro, and B. Javidi, “Random resampling masks: a non-Bayesian one-shot strategy for noise reduction in digital holography,” Opt. Lett. 38(5), 619–621 (2013).
[Crossref] [PubMed]

M. Leo, C. Distante, M. Paturzo, P. Memmolo, M. Locatelli, E. Pugliese, R. Meucci, and P. Ferraro, “Automatic digital hologram denoising by spatiotemporal analysis of pixel-wise statistics,” J. Display Technol. 9(11), 904–909 (2013).
[Crossref]

A. Uzan, Y. Rivenson, and A. Stern, “Speckle denoising in digital holography by nonlocal means filtering,” Appl. Opt. 52(1), A195–A200 (2013).
[Crossref] [PubMed]

J. Garcia-Sucerquia, “Noise reduction in digital lensless holographic microscopy by engineering the light from a light-emitting diode,” Appl. Opt. 52(1), A232–A239 (2013).
[Crossref] [PubMed]

Y. Wang, P. Meng, D. Wang, L. Rong, and S. Panezai, “Speckle noise suppression in digital holography by angular diversity with phase-only spatial light modulator,” Opt. Express 21(17), 19568–19578 (2013).
[Crossref] [PubMed]

F. Merola, L. Miccio, P. Memmolo, G. Di Caprio, A. Galli, R. Puglisi, D. Balduzzi, G. Coppola, P. Netti, and P. Ferraro, “Digital holography as a method for 3D imaging and estimating the biovolume of motile cells,” Lab Chip 13(23), 4512–4516 (2013).
[Crossref] [PubMed]

M. Locatelli, E. Pugliese, M. Paturzo, V. Bianco, A. Finizio, A. Pelagotti, P. Poggi, L. Miccio, R. Meucci, and P. Ferraro, “Imaging live humans through smoke and flames using far-infrared digital holography,” Opt. Express 21(5), 5379–5390 (2013).
[Crossref] [PubMed]

T. Shimobaba, M. Makowski, T. Kakue, M. Oikawa, N. Okada, Y. Endo, R. Hirayama, and T. Ito, “Lensless zoomable holographic projection using scaled Fresnel diffraction,” Opt. Express 21(21), 25285–25290 (2013).
[Crossref] [PubMed]

V. Bianco, M. Paturzo, O. Gennari, A. Finizio, and P. Ferraro, “Imaging through scattering microfluidic channels by digital holography for information recovery in lab on chip,” Opt. Express 21(20), 23985–23996 (2013).
[Crossref] [PubMed]

2012 (8)

E. Stoykova, F. Yaraş, H. Kang, L. Onural, A. Geltrude, M. Locatelli, M. Paturzo, A. Pelagotti, R. Meucci, and P. Ferraro, “Visible reconstruction by a circular holographic display from digital holograms recorded under infrared illumination,” Opt. Lett. 37(15), 3120–3122 (2012).
[Crossref] [PubMed]

P. Memmolo, I. Esnaola, A. Finizio, M. Paturzo, P. Ferraro, and A. M. Tulino, “SPADEDH: a sparsity-based denoising method of digital holograms without knowing the noise statistics,” Opt. Express 20(15), 17250–17257 (2012).
[Crossref]

M. Abollasshani and Y. Rostami, “Speckle noise reduction by division and digital processing of a hologram,” Optik (Stuttg.) 123(10), 937–939 (2012).
[Crossref]

B. Redding, M. A. Choma, and H. Cao, “Speckle-free laser imaging using random laser illumination,” Nat. Photonics 6(6), 355–359 (2012).
[Crossref] [PubMed]

D. Cojoc, S. Finaurini, P. Livshits, E. Gur, A. Shapira, V. Mico, and Z. Zalevsky, “Toward fast malaria detection by secondary speckle sensing microscopy,” Biomed. Opt. Express 3(5), 991–1005 (2012).
[Crossref] [PubMed]

V. Micó, C. Ferreira, and J. García, “Surpassing digital holography limits by lensless object scanning holography,” Opt. Express 20(9), 9382–9395 (2012).
[Crossref] [PubMed]

H. Jiang, J. Zhao, and J. Di, “Digital color holographic recording and reconstruction using synthetic aperture and multiple reference waves,” Opt. Commun. 285(13-14), 3046–3049 (2012).
[Crossref]

V. Bianco, M. Paturzo, A. Finizio, D. Balduzzi, R. Puglisi, A. Galli, and P. Ferraro, “Clear coherent imaging in turbid microfluidics by multiple holographic acquisitions,” Opt. Lett. 37(20), 4212–4214 (2012).
[Crossref] [PubMed]

2011 (2)

2010 (4)

2008 (1)

2007 (2)

2006 (1)

2005 (1)

J. G. Sucerquia, J. A. H. Ramirez, and D. V. Prieto, “Reduction of speckle noise in digital holography by using digital image processing,” Optik (Stuttg.) 116(1), 44–48 (2005).
[Crossref]

2004 (2)

2002 (1)

Z. Wang and A. C. Bovik, “A universal image quality index,” IEEE Signal Process. Lett. 9(3), 81–84 (2002).
[Crossref]

1991 (1)

S. Fukushima, T. Kurokawa, and M. Ohno, “Real-time hologram construction and reconstruction using a high resolution spatial light-modulator,” Appl. Phys. Lett. 58(8), 787–789 (1991).
[Crossref]

1973 (1)

Abollasshani, M.

M. Abollasshani and Y. Rostami, “Speckle noise reduction by division and digital processing of a hologram,” Optik (Stuttg.) 123(10), 937–939 (2012).
[Crossref]

Balduzzi, D.

F. Merola, L. Miccio, P. Memmolo, G. Di Caprio, A. Galli, R. Puglisi, D. Balduzzi, G. Coppola, P. Netti, and P. Ferraro, “Digital holography as a method for 3D imaging and estimating the biovolume of motile cells,” Lab Chip 13(23), 4512–4516 (2013).
[Crossref] [PubMed]

V. Bianco, M. Paturzo, A. Finizio, D. Balduzzi, R. Puglisi, A. Galli, and P. Ferraro, “Clear coherent imaging in turbid microfluidics by multiple holographic acquisitions,” Opt. Lett. 37(20), 4212–4214 (2012).
[Crossref] [PubMed]

Baumbach, T.

Bernet, S.

Bertaux, N.

Bianco, V.

Bovik, A. C.

Z. Wang and A. C. Bovik, “A universal image quality index,” IEEE Signal Process. Lett. 9(3), 81–84 (2002).
[Crossref]

Calabuig, A.

V. Bianco, M. Paturzo, A. Finizio, A. Calabuig, B. Javidi, and P. Ferraro, “Clear microfluidics imaging through flowing blood by digital holography,” IEEE J. Sel. Top. Quantum Electron. 20(3), 6801507 (2014).

Cao, H.

B. Redding, M. A. Choma, and H. Cao, “Speckle-free laser imaging using random laser illumination,” Nat. Photonics 6(6), 355–359 (2012).
[Crossref] [PubMed]

Castro, A.

Choma, M. A.

B. Redding, M. A. Choma, and H. Cao, “Speckle-free laser imaging using random laser illumination,” Nat. Photonics 6(6), 355–359 (2012).
[Crossref] [PubMed]

Cojoc, D.

Coppola, G.

F. Merola, L. Miccio, P. Memmolo, G. Di Caprio, A. Galli, R. Puglisi, D. Balduzzi, G. Coppola, P. Netti, and P. Ferraro, “Digital holography as a method for 3D imaging and estimating the biovolume of motile cells,” Lab Chip 13(23), 4512–4516 (2013).
[Crossref] [PubMed]

Di, J.

H. Jiang, J. Zhao, and J. Di, “Digital color holographic recording and reconstruction using synthetic aperture and multiple reference waves,” Opt. Commun. 285(13-14), 3046–3049 (2012).
[Crossref]

Di Caprio, G.

F. Merola, L. Miccio, P. Memmolo, G. Di Caprio, A. Galli, R. Puglisi, D. Balduzzi, G. Coppola, P. Netti, and P. Ferraro, “Digital holography as a method for 3D imaging and estimating the biovolume of motile cells,” Lab Chip 13(23), 4512–4516 (2013).
[Crossref] [PubMed]

Distante, C.

Embrione, V.

L. Miccio, P. Memmolo, F. Merola, S. Fusco, V. Embrione, A. Paciello, M. Ventre, P. A. Netti, and P. Ferraro, “Particle tracking by full-field complex wavefront subtraction in digital holography microscopy,” Lab Chip 14(6), 1129–1134 (2014).
[Crossref] [PubMed]

Endo, Y.

Esnaola, I.

Falldorf, C.

Ferraro, P.

L. Miccio, P. Memmolo, F. Merola, S. Fusco, V. Embrione, A. Paciello, M. Ventre, P. A. Netti, and P. Ferraro, “Particle tracking by full-field complex wavefront subtraction in digital holography microscopy,” Lab Chip 14(6), 1129–1134 (2014).
[Crossref] [PubMed]

P. Memmolo, V. Bianco, F. Merola, L. Miccio, M. Paturzo, and P. Ferraro, “Breakthroughs in Photonics 2013: Holographic Imaging,” IEEE Photonics Journal 6(2), 701106 (2014).

V. Bianco, M. Paturzo, A. Finizio, A. Calabuig, B. Javidi, and P. Ferraro, “Clear microfluidics imaging through flowing blood by digital holography,” IEEE J. Sel. Top. Quantum Electron. 20(3), 6801507 (2014).

F. Merola, L. Miccio, P. Memmolo, G. Di Caprio, A. Galli, R. Puglisi, D. Balduzzi, G. Coppola, P. Netti, and P. Ferraro, “Digital holography as a method for 3D imaging and estimating the biovolume of motile cells,” Lab Chip 13(23), 4512–4516 (2013).
[Crossref] [PubMed]

M. Leo, C. Distante, M. Paturzo, P. Memmolo, M. Locatelli, E. Pugliese, R. Meucci, and P. Ferraro, “Automatic digital hologram denoising by spatiotemporal analysis of pixel-wise statistics,” J. Display Technol. 9(11), 904–909 (2013).
[Crossref]

V. Bianco, M. Paturzo, O. Gennari, A. Finizio, and P. Ferraro, “Imaging through scattering microfluidic channels by digital holography for information recovery in lab on chip,” Opt. Express 21(20), 23985–23996 (2013).
[Crossref] [PubMed]

M. Locatelli, E. Pugliese, M. Paturzo, V. Bianco, A. Finizio, A. Pelagotti, P. Poggi, L. Miccio, R. Meucci, and P. Ferraro, “Imaging live humans through smoke and flames using far-infrared digital holography,” Opt. Express 21(5), 5379–5390 (2013).
[Crossref] [PubMed]

V. Bianco, M. Paturzo, P. Memmolo, A. Finizio, P. Ferraro, and B. Javidi, “Random resampling masks: a non-Bayesian one-shot strategy for noise reduction in digital holography,” Opt. Lett. 38(5), 619–621 (2013).
[Crossref] [PubMed]

P. Memmolo, I. Esnaola, A. Finizio, M. Paturzo, P. Ferraro, and A. M. Tulino, “SPADEDH: a sparsity-based denoising method of digital holograms without knowing the noise statistics,” Opt. Express 20(15), 17250–17257 (2012).
[Crossref]

E. Stoykova, F. Yaraş, H. Kang, L. Onural, A. Geltrude, M. Locatelli, M. Paturzo, A. Pelagotti, R. Meucci, and P. Ferraro, “Visible reconstruction by a circular holographic display from digital holograms recorded under infrared illumination,” Opt. Lett. 37(15), 3120–3122 (2012).
[Crossref] [PubMed]

V. Bianco, M. Paturzo, A. Finizio, D. Balduzzi, R. Puglisi, A. Galli, and P. Ferraro, “Clear coherent imaging in turbid microfluidics by multiple holographic acquisitions,” Opt. Lett. 37(20), 4212–4214 (2012).
[Crossref] [PubMed]

P. Memmolo, C. Distante, M. Paturzo, A. Finizio, P. Ferraro, and B. Javidi, “Automatic focusing in digital holography and its application to stretched holograms,” Opt. Lett. 36(10), 1945–1947 (2011).
[Crossref] [PubMed]

M. Paturzo, P. Memmolo, A. Finizio, R. Näsänen, T. J. Naughton, and P. Ferraro, “Synthesis and display of dynamic holographic 3D scenes with real-world objects,” Opt. Express 18(9), 8806–8815 (2010).
[Crossref] [PubMed]

Ferreira, C.

Fessler, J. A.

Finaurini, S.

Finizio, A.

V. Bianco, M. Paturzo, A. Finizio, A. Calabuig, B. Javidi, and P. Ferraro, “Clear microfluidics imaging through flowing blood by digital holography,” IEEE J. Sel. Top. Quantum Electron. 20(3), 6801507 (2014).

M. Locatelli, E. Pugliese, M. Paturzo, V. Bianco, A. Finizio, A. Pelagotti, P. Poggi, L. Miccio, R. Meucci, and P. Ferraro, “Imaging live humans through smoke and flames using far-infrared digital holography,” Opt. Express 21(5), 5379–5390 (2013).
[Crossref] [PubMed]

V. Bianco, M. Paturzo, P. Memmolo, A. Finizio, P. Ferraro, and B. Javidi, “Random resampling masks: a non-Bayesian one-shot strategy for noise reduction in digital holography,” Opt. Lett. 38(5), 619–621 (2013).
[Crossref] [PubMed]

V. Bianco, M. Paturzo, O. Gennari, A. Finizio, and P. Ferraro, “Imaging through scattering microfluidic channels by digital holography for information recovery in lab on chip,” Opt. Express 21(20), 23985–23996 (2013).
[Crossref] [PubMed]

P. Memmolo, I. Esnaola, A. Finizio, M. Paturzo, P. Ferraro, and A. M. Tulino, “SPADEDH: a sparsity-based denoising method of digital holograms without knowing the noise statistics,” Opt. Express 20(15), 17250–17257 (2012).
[Crossref]

V. Bianco, M. Paturzo, A. Finizio, D. Balduzzi, R. Puglisi, A. Galli, and P. Ferraro, “Clear coherent imaging in turbid microfluidics by multiple holographic acquisitions,” Opt. Lett. 37(20), 4212–4214 (2012).
[Crossref] [PubMed]

P. Memmolo, C. Distante, M. Paturzo, A. Finizio, P. Ferraro, and B. Javidi, “Automatic focusing in digital holography and its application to stretched holograms,” Opt. Lett. 36(10), 1945–1947 (2011).
[Crossref] [PubMed]

M. Paturzo, P. Memmolo, A. Finizio, R. Näsänen, T. J. Naughton, and P. Ferraro, “Synthesis and display of dynamic holographic 3D scenes with real-world objects,” Opt. Express 18(9), 8806–8815 (2010).
[Crossref] [PubMed]

Finke, G.

Frauel, Y.

Fukushima, S.

S. Fukushima, T. Kurokawa, and M. Ohno, “Real-time hologram construction and reconstruction using a high resolution spatial light-modulator,” Appl. Phys. Lett. 58(8), 787–789 (1991).
[Crossref]

Fusco, S.

L. Miccio, P. Memmolo, F. Merola, S. Fusco, V. Embrione, A. Paciello, M. Ventre, P. A. Netti, and P. Ferraro, “Particle tracking by full-field complex wavefront subtraction in digital holography microscopy,” Lab Chip 14(6), 1129–1134 (2014).
[Crossref] [PubMed]

Galli, A.

F. Merola, L. Miccio, P. Memmolo, G. Di Caprio, A. Galli, R. Puglisi, D. Balduzzi, G. Coppola, P. Netti, and P. Ferraro, “Digital holography as a method for 3D imaging and estimating the biovolume of motile cells,” Lab Chip 13(23), 4512–4516 (2013).
[Crossref] [PubMed]

V. Bianco, M. Paturzo, A. Finizio, D. Balduzzi, R. Puglisi, A. Galli, and P. Ferraro, “Clear coherent imaging in turbid microfluidics by multiple holographic acquisitions,” Opt. Lett. 37(20), 4212–4214 (2012).
[Crossref] [PubMed]

Garbat, P.

García, J.

Garcia-Sucerquia, J.

Geltrude, A.

Gennari, O.

Goodman, J. W.

Gur, E.

Hennelly, B. M.

Hirayama, R.

Ito, T.

Javidi, B.

Jesacher, A.

Jiang, H.

H. Jiang, J. Zhao, and J. Di, “Digital color holographic recording and reconstruction using synthetic aperture and multiple reference waves,” Opt. Commun. 285(13-14), 3046–3049 (2012).
[Crossref]

Jüptner, W.

Kakue, T.

Kang, H.

Kang, X.

C. G. Quan, X. Kang, and C. J. Tay, “Speckle noise reduction in digital holography by multiple holograms,” Opt. Eng. 46(11), 115801 (2007).
[Crossref]

Katagiri, B.

Kawakami, T.

Kebbel, V.

Kim, T.

Kim, Y. S.

Kolenovic, E.

Kowiel, M.

Kozacki, T.

Kubota, S.

Kujawinska, M.

Kuratomi, Y.

Kurokawa, T.

S. Fukushima, T. Kurokawa, and M. Ohno, “Real-time hologram construction and reconstruction using a high resolution spatial light-modulator,” Appl. Phys. Lett. 58(8), 787–789 (1991).
[Crossref]

Leo, M.

Li, R.

Liu, S.

Livshits, P.

Locatelli, M.

Makowski, M.

Maurer, C.

Maycock, J.

McDonald, J. B.

Meeser, T.

Memmolo, P.

L. Miccio, P. Memmolo, F. Merola, S. Fusco, V. Embrione, A. Paciello, M. Ventre, P. A. Netti, and P. Ferraro, “Particle tracking by full-field complex wavefront subtraction in digital holography microscopy,” Lab Chip 14(6), 1129–1134 (2014).
[Crossref] [PubMed]

P. Memmolo, V. Bianco, F. Merola, L. Miccio, M. Paturzo, and P. Ferraro, “Breakthroughs in Photonics 2013: Holographic Imaging,” IEEE Photonics Journal 6(2), 701106 (2014).

F. Merola, L. Miccio, P. Memmolo, G. Di Caprio, A. Galli, R. Puglisi, D. Balduzzi, G. Coppola, P. Netti, and P. Ferraro, “Digital holography as a method for 3D imaging and estimating the biovolume of motile cells,” Lab Chip 13(23), 4512–4516 (2013).
[Crossref] [PubMed]

M. Leo, C. Distante, M. Paturzo, P. Memmolo, M. Locatelli, E. Pugliese, R. Meucci, and P. Ferraro, “Automatic digital hologram denoising by spatiotemporal analysis of pixel-wise statistics,” J. Display Technol. 9(11), 904–909 (2013).
[Crossref]

V. Bianco, M. Paturzo, P. Memmolo, A. Finizio, P. Ferraro, and B. Javidi, “Random resampling masks: a non-Bayesian one-shot strategy for noise reduction in digital holography,” Opt. Lett. 38(5), 619–621 (2013).
[Crossref] [PubMed]

P. Memmolo, I. Esnaola, A. Finizio, M. Paturzo, P. Ferraro, and A. M. Tulino, “SPADEDH: a sparsity-based denoising method of digital holograms without knowing the noise statistics,” Opt. Express 20(15), 17250–17257 (2012).
[Crossref]

P. Memmolo, C. Distante, M. Paturzo, A. Finizio, P. Ferraro, and B. Javidi, “Automatic focusing in digital holography and its application to stretched holograms,” Opt. Lett. 36(10), 1945–1947 (2011).
[Crossref] [PubMed]

M. Paturzo, P. Memmolo, A. Finizio, R. Näsänen, T. J. Naughton, and P. Ferraro, “Synthesis and display of dynamic holographic 3D scenes with real-world objects,” Opt. Express 18(9), 8806–8815 (2010).
[Crossref] [PubMed]

Meng, P.

Merola, F.

P. Memmolo, V. Bianco, F. Merola, L. Miccio, M. Paturzo, and P. Ferraro, “Breakthroughs in Photonics 2013: Holographic Imaging,” IEEE Photonics Journal 6(2), 701106 (2014).

L. Miccio, P. Memmolo, F. Merola, S. Fusco, V. Embrione, A. Paciello, M. Ventre, P. A. Netti, and P. Ferraro, “Particle tracking by full-field complex wavefront subtraction in digital holography microscopy,” Lab Chip 14(6), 1129–1134 (2014).
[Crossref] [PubMed]

F. Merola, L. Miccio, P. Memmolo, G. Di Caprio, A. Galli, R. Puglisi, D. Balduzzi, G. Coppola, P. Netti, and P. Ferraro, “Digital holography as a method for 3D imaging and estimating the biovolume of motile cells,” Lab Chip 13(23), 4512–4516 (2013).
[Crossref] [PubMed]

Meucci, R.

Miccio, L.

P. Memmolo, V. Bianco, F. Merola, L. Miccio, M. Paturzo, and P. Ferraro, “Breakthroughs in Photonics 2013: Holographic Imaging,” IEEE Photonics Journal 6(2), 701106 (2014).

L. Miccio, P. Memmolo, F. Merola, S. Fusco, V. Embrione, A. Paciello, M. Ventre, P. A. Netti, and P. Ferraro, “Particle tracking by full-field complex wavefront subtraction in digital holography microscopy,” Lab Chip 14(6), 1129–1134 (2014).
[Crossref] [PubMed]

F. Merola, L. Miccio, P. Memmolo, G. Di Caprio, A. Galli, R. Puglisi, D. Balduzzi, G. Coppola, P. Netti, and P. Ferraro, “Digital holography as a method for 3D imaging and estimating the biovolume of motile cells,” Lab Chip 13(23), 4512–4516 (2013).
[Crossref] [PubMed]

M. Locatelli, E. Pugliese, M. Paturzo, V. Bianco, A. Finizio, A. Pelagotti, P. Poggi, L. Miccio, R. Meucci, and P. Ferraro, “Imaging live humans through smoke and flames using far-infrared digital holography,” Opt. Express 21(5), 5379–5390 (2013).
[Crossref] [PubMed]

Mico, V.

Micó, V.

Näsänen, R.

Naughton, T.

Naughton, T. J.

Netti, P.

F. Merola, L. Miccio, P. Memmolo, G. Di Caprio, A. Galli, R. Puglisi, D. Balduzzi, G. Coppola, P. Netti, and P. Ferraro, “Digital holography as a method for 3D imaging and estimating the biovolume of motile cells,” Lab Chip 13(23), 4512–4516 (2013).
[Crossref] [PubMed]

Netti, P. A.

L. Miccio, P. Memmolo, F. Merola, S. Fusco, V. Embrione, A. Paciello, M. Ventre, P. A. Netti, and P. Ferraro, “Particle tracking by full-field complex wavefront subtraction in digital holography microscopy,” Lab Chip 14(6), 1129–1134 (2014).
[Crossref] [PubMed]

Niemelä, M.

Ohno, M.

S. Fukushima, T. Kurokawa, and M. Ohno, “Real-time hologram construction and reconstruction using a high resolution spatial light-modulator,” Appl. Phys. Lett. 58(8), 787–789 (1991).
[Crossref]

Oikawa, M.

Okada, N.

Onural, L.

Paciello, A.

L. Miccio, P. Memmolo, F. Merola, S. Fusco, V. Embrione, A. Paciello, M. Ventre, P. A. Netti, and P. Ferraro, “Particle tracking by full-field complex wavefront subtraction in digital holography microscopy,” Lab Chip 14(6), 1129–1134 (2014).
[Crossref] [PubMed]

Pan, F.

Panezai, S.

Paturzo, M.

P. Memmolo, V. Bianco, F. Merola, L. Miccio, M. Paturzo, and P. Ferraro, “Breakthroughs in Photonics 2013: Holographic Imaging,” IEEE Photonics Journal 6(2), 701106 (2014).

V. Bianco, M. Paturzo, A. Finizio, A. Calabuig, B. Javidi, and P. Ferraro, “Clear microfluidics imaging through flowing blood by digital holography,” IEEE J. Sel. Top. Quantum Electron. 20(3), 6801507 (2014).

V. Bianco, M. Paturzo, O. Gennari, A. Finizio, and P. Ferraro, “Imaging through scattering microfluidic channels by digital holography for information recovery in lab on chip,” Opt. Express 21(20), 23985–23996 (2013).
[Crossref] [PubMed]

M. Locatelli, E. Pugliese, M. Paturzo, V. Bianco, A. Finizio, A. Pelagotti, P. Poggi, L. Miccio, R. Meucci, and P. Ferraro, “Imaging live humans through smoke and flames using far-infrared digital holography,” Opt. Express 21(5), 5379–5390 (2013).
[Crossref] [PubMed]

V. Bianco, M. Paturzo, P. Memmolo, A. Finizio, P. Ferraro, and B. Javidi, “Random resampling masks: a non-Bayesian one-shot strategy for noise reduction in digital holography,” Opt. Lett. 38(5), 619–621 (2013).
[Crossref] [PubMed]

M. Leo, C. Distante, M. Paturzo, P. Memmolo, M. Locatelli, E. Pugliese, R. Meucci, and P. Ferraro, “Automatic digital hologram denoising by spatiotemporal analysis of pixel-wise statistics,” J. Display Technol. 9(11), 904–909 (2013).
[Crossref]

P. Memmolo, I. Esnaola, A. Finizio, M. Paturzo, P. Ferraro, and A. M. Tulino, “SPADEDH: a sparsity-based denoising method of digital holograms without knowing the noise statistics,” Opt. Express 20(15), 17250–17257 (2012).
[Crossref]

V. Bianco, M. Paturzo, A. Finizio, D. Balduzzi, R. Puglisi, A. Galli, and P. Ferraro, “Clear coherent imaging in turbid microfluidics by multiple holographic acquisitions,” Opt. Lett. 37(20), 4212–4214 (2012).
[Crossref] [PubMed]

E. Stoykova, F. Yaraş, H. Kang, L. Onural, A. Geltrude, M. Locatelli, M. Paturzo, A. Pelagotti, R. Meucci, and P. Ferraro, “Visible reconstruction by a circular holographic display from digital holograms recorded under infrared illumination,” Opt. Lett. 37(15), 3120–3122 (2012).
[Crossref] [PubMed]

P. Memmolo, C. Distante, M. Paturzo, A. Finizio, P. Ferraro, and B. Javidi, “Automatic focusing in digital holography and its application to stretched holograms,” Opt. Lett. 36(10), 1945–1947 (2011).
[Crossref] [PubMed]

M. Paturzo, P. Memmolo, A. Finizio, R. Näsänen, T. J. Naughton, and P. Ferraro, “Synthesis and display of dynamic holographic 3D scenes with real-world objects,” Opt. Express 18(9), 8806–8815 (2010).
[Crossref] [PubMed]

Pelagotti, A.

Poggi, P.

Poon, T. C.

Prieto, D. V.

J. G. Sucerquia, J. A. H. Ramirez, and D. V. Prieto, “Reduction of speckle noise in digital holography by using digital image processing,” Optik (Stuttg.) 116(1), 44–48 (2005).
[Crossref]

Pugliese, E.

Puglisi, R.

F. Merola, L. Miccio, P. Memmolo, G. Di Caprio, A. Galli, R. Puglisi, D. Balduzzi, G. Coppola, P. Netti, and P. Ferraro, “Digital holography as a method for 3D imaging and estimating the biovolume of motile cells,” Lab Chip 13(23), 4512–4516 (2013).
[Crossref] [PubMed]

V. Bianco, M. Paturzo, A. Finizio, D. Balduzzi, R. Puglisi, A. Galli, and P. Ferraro, “Clear coherent imaging in turbid microfluidics by multiple holographic acquisitions,” Opt. Lett. 37(20), 4212–4214 (2012).
[Crossref] [PubMed]

Quan, C. G.

C. G. Quan, X. Kang, and C. J. Tay, “Speckle noise reduction in digital holography by multiple holograms,” Opt. Eng. 46(11), 115801 (2007).
[Crossref]

Ramirez, J. A. H.

J. G. Sucerquia, J. A. H. Ramirez, and D. V. Prieto, “Reduction of speckle noise in digital holography by using digital image processing,” Optik (Stuttg.) 116(1), 44–48 (2005).
[Crossref]

Redding, B.

B. Redding, M. A. Choma, and H. Cao, “Speckle-free laser imaging using random laser illumination,” Nat. Photonics 6(6), 355–359 (2012).
[Crossref] [PubMed]

Réfrégier, P.

Ritsch-Marte, M.

Rivenson, Y.

Rong, L.

Rostami, Y.

M. Abollasshani and Y. Rostami, “Speckle noise reduction by division and digital processing of a hologram,” Optik (Stuttg.) 123(10), 937–939 (2012).
[Crossref]

Satoh, H.

Schwaighofer, A.

Sekiya, K.

Shapira, A.

Shimobaba, T.

Sotthivirat, S.

Stern, A.

Stoykova, E.

Sucerquia, J. G.

J. G. Sucerquia, J. A. H. Ramirez, and D. V. Prieto, “Reduction of speckle noise in digital holography by using digital image processing,” Optik (Stuttg.) 116(1), 44–48 (2005).
[Crossref]

Suzuki, Y.

Tay, C. J.

C. G. Quan, X. Kang, and C. J. Tay, “Speckle noise reduction in digital holography by multiple holograms,” Opt. Eng. 46(11), 115801 (2007).
[Crossref]

Tomiyama, T.

Tulino, A. M.

Uchida, T.

Uzan, A.

Ventre, M.

L. Miccio, P. Memmolo, F. Merola, S. Fusco, V. Embrione, A. Paciello, M. Ventre, P. A. Netti, and P. Ferraro, “Particle tracking by full-field complex wavefront subtraction in digital holography microscopy,” Lab Chip 14(6), 1129–1134 (2014).
[Crossref] [PubMed]

Wang, D.

Wang, E. Y.

Wang, F.

Wang, Y.

Wang, Z.

Z. Wang and A. C. Bovik, “A universal image quality index,” IEEE Signal Process. Lett. 9(3), 81–84 (2002).
[Crossref]

Woo, S. S.

Xiao, W.

Yaras, F.

Yu, F. T. S.

Zalevsky, Z.

Zaperty, W.

Zhao, J.

H. Jiang, J. Zhao, and J. Di, “Digital color holographic recording and reconstruction using synthetic aperture and multiple reference waves,” Opt. Commun. 285(13-14), 3046–3049 (2012).
[Crossref]

Zhou, C.

Appl. Opt. (5)

Appl. Phys. Lett. (1)

S. Fukushima, T. Kurokawa, and M. Ohno, “Real-time hologram construction and reconstruction using a high resolution spatial light-modulator,” Appl. Phys. Lett. 58(8), 787–789 (1991).
[Crossref]

Biomed. Opt. Express (1)

Chin. Opt. Lett. (1)

IEEE J. Sel. Top. Quantum Electron. (1)

V. Bianco, M. Paturzo, A. Finizio, A. Calabuig, B. Javidi, and P. Ferraro, “Clear microfluidics imaging through flowing blood by digital holography,” IEEE J. Sel. Top. Quantum Electron. 20(3), 6801507 (2014).

IEEE Photonics Journal (1)

P. Memmolo, V. Bianco, F. Merola, L. Miccio, M. Paturzo, and P. Ferraro, “Breakthroughs in Photonics 2013: Holographic Imaging,” IEEE Photonics Journal 6(2), 701106 (2014).

IEEE Signal Process. Lett. (1)

Z. Wang and A. C. Bovik, “A universal image quality index,” IEEE Signal Process. Lett. 9(3), 81–84 (2002).
[Crossref]

J. Display Technol. (1)

J. Opt. Soc. Am. A (4)

Lab Chip (2)

F. Merola, L. Miccio, P. Memmolo, G. Di Caprio, A. Galli, R. Puglisi, D. Balduzzi, G. Coppola, P. Netti, and P. Ferraro, “Digital holography as a method for 3D imaging and estimating the biovolume of motile cells,” Lab Chip 13(23), 4512–4516 (2013).
[Crossref] [PubMed]

L. Miccio, P. Memmolo, F. Merola, S. Fusco, V. Embrione, A. Paciello, M. Ventre, P. A. Netti, and P. Ferraro, “Particle tracking by full-field complex wavefront subtraction in digital holography microscopy,” Lab Chip 14(6), 1129–1134 (2014).
[Crossref] [PubMed]

Nat. Photonics (1)

B. Redding, M. A. Choma, and H. Cao, “Speckle-free laser imaging using random laser illumination,” Nat. Photonics 6(6), 355–359 (2012).
[Crossref] [PubMed]

Opt. Commun. (1)

H. Jiang, J. Zhao, and J. Di, “Digital color holographic recording and reconstruction using synthetic aperture and multiple reference waves,” Opt. Commun. 285(13-14), 3046–3049 (2012).
[Crossref]

Opt. Eng. (1)

C. G. Quan, X. Kang, and C. J. Tay, “Speckle noise reduction in digital holography by multiple holograms,” Opt. Eng. 46(11), 115801 (2007).
[Crossref]

Opt. Express (11)

F. Pan, W. Xiao, S. Liu, F. Wang, L. Rong, and R. Li, “Coherent noise reduction in digital holographic phase contrast microscopy by slightly shifting object,” Opt. Express 19(5), 3862–3869 (2011).
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Y. Wang, P. Meng, D. Wang, L. Rong, and S. Panezai, “Speckle noise suppression in digital holography by angular diversity with phase-only spatial light modulator,” Opt. Express 21(17), 19568–19578 (2013).
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A. Jesacher, C. Maurer, A. Schwaighofer, S. Bernet, and M. Ritsch-Marte, “Near-perfect hologram reconstruction with a spatial light modulator,” Opt. Express 16(4), 2597–2603 (2008).
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V. Bianco, M. Paturzo, O. Gennari, A. Finizio, and P. Ferraro, “Imaging through scattering microfluidic channels by digital holography for information recovery in lab on chip,” Opt. Express 21(20), 23985–23996 (2013).
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Y. S. Kim, T. Kim, S. S. Woo, H. Kang, T. C. Poon, and C. Zhou, “Speckle-free digital holographic recording of a diffusely reflecting object,” Opt. Express 21(7), 8183–8189 (2013).
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M. Paturzo, P. Memmolo, A. Finizio, R. Näsänen, T. J. Naughton, and P. Ferraro, “Synthesis and display of dynamic holographic 3D scenes with real-world objects,” Opt. Express 18(9), 8806–8815 (2010).
[Crossref] [PubMed]

M. Locatelli, E. Pugliese, M. Paturzo, V. Bianco, A. Finizio, A. Pelagotti, P. Poggi, L. Miccio, R. Meucci, and P. Ferraro, “Imaging live humans through smoke and flames using far-infrared digital holography,” Opt. Express 21(5), 5379–5390 (2013).
[Crossref] [PubMed]

P. Memmolo, I. Esnaola, A. Finizio, M. Paturzo, P. Ferraro, and A. M. Tulino, “SPADEDH: a sparsity-based denoising method of digital holograms without knowing the noise statistics,” Opt. Express 20(15), 17250–17257 (2012).
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T. Shimobaba, M. Makowski, T. Kakue, M. Oikawa, N. Okada, Y. Endo, R. Hirayama, and T. Ito, “Lensless zoomable holographic projection using scaled Fresnel diffraction,” Opt. Express 21(21), 25285–25290 (2013).
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M. Kujawinska, T. Kozacki, C. Falldorf, T. Meeser, B. M. Hennelly, P. Garbat, W. Zaperty, M. Niemelä, G. Finke, M. Kowiel, and T. Naughton, “Multiwavefront digital holographic television,” Opt. Express 22(3), 2324–2336 (2014).
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Optik (Stuttg.) (2)

M. Abollasshani and Y. Rostami, “Speckle noise reduction by division and digital processing of a hologram,” Optik (Stuttg.) 123(10), 937–939 (2012).
[Crossref]

J. G. Sucerquia, J. A. H. Ramirez, and D. V. Prieto, “Reduction of speckle noise in digital holography by using digital image processing,” Optik (Stuttg.) 116(1), 44–48 (2005).
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Figures (3)

Fig. 1
Fig. 1 setups for holograms recording (a) and optical display (b). In (c) a photograph of the object used in the experiments.
Fig. 2
Fig. 2 Thin speckle (top row) and large speckle (bottom row) cases. (a,e) are the numerical reconstructions of one of recorded holograms with thin and large speckle grains respectively. (b,f) are the results of AS method, while (c,g) are the results obtained by using the proposed method. (d,h) DI vs. the number of images in case of thin (d) and large (h) speckle grains. DI is normalized with respect to the DI obtainable with one single reconstruction. Green solid line: proposed method. Blue solid line: AS method. Red dashed line: DI in case of uncorrelated images (ideal trend).
Fig. 3
Fig. 3 Optical reconstruction of astronaut puppet with original thin (a) and large (d) speckle grains. In (b,e) we show the optical display of the corresponding synthesized holograms obtained by using the encoding formula in Eq. (6). (c,f) DI measured over the image segments indicated by the red boxes in Fig. 3(a), in case of thin (c) and large (f) speckle.

Equations (8)

Equations on this page are rendered with MathJax. Learn more.

A N = 1 N N D N ! l 1 ! ... l N ! i = 1 N A i l i ,
C i = Z F T { H i W }
Z = { z x , y = exp ( j 2 π d / λ ) j λ d exp ( j π ( x 2 + y 2 ) / λ d ) } W = { w k , q = exp ( j π λ d ( k 2 p x 2 + q 2 p y 2 ) ) }
A 1 N ( N ! i = 1 N A i ) 1 N
( i = 1 N A i ) 1 N = | Z N i = 1 N F T { H i W } | 1 N = | Z N F T { H 1 W H 2 W ... H N W } | 1 N = = | Z F T [ 0 , 1 ] { H 1 W H 2 W ... H N W } 1 N | = | C s y n t h |
H s y n t h = Z B P F T { C s y n t h W B P }
UIQI = cov ( O , P ) σ ( O ) σ ( P ) 2 μ ( O ) μ ( P ) μ 2 ( O ) + μ 2 ( P ) 2 σ ( O ) σ ( P ) σ 2 ( O ) + σ 2 ( P )
DI = σ ( I ) / μ ( I )

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