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http://dx.doi.org/10.5909/JBE.2022.27.2.198

SPIHT-based Subband Division Compression Method for High-resolution Image Compression  

Kim, Woosuk (Kwangwoon university Electronic Materials Engineering)
Park, Byung-Seo (Kwangwoon university Electronic Materials Engineering)
Oh, Kwan-Jung (ETRI)
Seo, Young-Ho (Kwangwoon university Electronic Materials Engineering)
Publication Information
Journal of Broadcast Engineering / v.27, no.2, 2022 , pp. 198-206 More about this Journal
Abstract
This paper proposes a method to solve problems that may occur when SPIHT(set partition in hierarchical trees) is used in a dedicated codec for compressing complex holograms with ultra-high resolution. The development of codecs for complex holograms can be largely divided into a method of creating dedicated compression methods and a method of using anchor codecs such as HEVC and JPEG2000 and adding post-processing techniques. In the case of creating a dedicated compression method, a separate conversion tool is required to analyze the spatial characteristics of complex holograms. Zero-tree-based algorithms in subband units such as EZW and SPIHT have a problem that when coding for high-resolution images, intact subband information is not properly transmitted during bitstream control. This paper proposes a method of dividing wavelet subbands to solve such a problem. By compressing each divided subbands, information throughout the subbands is kept uniform. The proposed method showed better restoration results than PSNR compared to the existing method.
Keywords
Digital hologram; Hologram compression; SPIHT; High-resolution image processing;
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Times Cited By KSCI : 2  (Citation Analysis)
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1 Dennis Gabor, "A new microscopic principle," Nature, 161, pp. 777-778, 1948. doi: https://doi.org/10.1038/161777a0   DOI
2 P. Hariharan, "Basics of Holography," Cambridge University Press, May 2002.
3 P. A. Cheremkhin, and E. A. Kurbatova, "Numerical comparison of scalar and vector methods of digital hologram compression," Holography, Diffractive Optics, and Applications VII. vol. 10022, no. 1002227, pp.1-10, Oct. 2016. doi: https://doi.org/10.1117/12.2246411   DOI
4 E. Darakis and J. J. Soraghan, "Compression of interference patterns with application to phase-shifting digital holography," Appl. Opt, vol. 45, no 11, pp. 2437-2443, April. 2006. doi: https://doi.org/10.1364/AO.45.002437   DOI
5 P. A. Cheremkhin, and E. A. Kurbatova, "Quality of reconstruction of compressed off-axis digital holograms by frequency filtering and wavelets," Applied optics, vol.57, no. 1, pp. A55-A64, Jan. 2018. doi: https://doi.org/10.1364/AO.57.000A55   DOI
6 H. Yoshikawa and J. Tamai "Holographic image compression by motion picture coding," SPIE Proc, vol. 2652, Practical Holography X, pp. 2-9, March. 1996. doi: https://doi.org/10.1117/12.236045   DOI
7 Y. H. Seo, H. J. Choi and D. W. Kim, "3D scanning-based compression technique for digital hologram video," Signal Processing: Image Communication, vol. 22, no. 2, pp. 144-156, Nov. 2006. doi: https://doi.org/10.1016/j.image.2006.11.007   DOI
8 W. Osten, A. Faridian, P. Gao, K. Korner, D. Naik, G. Pedrini, Al. Kumar Singh, M. Takeda, and M. Wilke, "Recent advances in digital holography [Invited]," Appl. Opt. 53, G44-G63, 2014. doi: https://doi.org/10.1364/AO.53.000G44   DOI
9 Y. H. Seo, H. J. Choi, J. W. Bae, H. J. Kang, S. H. Lee, J. S. Yoo and D. W. Kim, "A new coding technique for digital holographic video using multi-view prediction," IEICE TRANSACTIONS on Information and Systems, vol. E90-D, no.1, pp. 118-125, Jan. 2007. doi: https://doi.org/10.1093/ietisy/e90-1.1.118   DOI
10 E. Darakis and T. J. Naughton, "Compression of digital hologram sequences using MPEG-4," SPIE Proc, vol. 7358, pp. 735811-1, May 2009. doi: https://doi.org/10.1117/12.820632   DOI
11 H. Yoshikawa, "Digital holographic signal processing," Proc. TAO First International Symposium on Three Dimensional Image Communication Technologies, pp. S-4-2, Dec. 1993. doi: https://doi.org/10.1016/j.image.2018.09.014   DOI
12 JPEG Pleno https://jpeg.org/jpegpleno/
13 E. Darakis, T. J. Naughton, and J. J. Soraghan, "Compression defects in different reconstructions from phase-shifting digital holographic data," Appl. Opt, vol. 46, no. 21, pp. 4579-4586, Mar. 2007. doi: https://doi.org/10.1364/AO.46.004579   DOI
14 H. Zhang, W. Zhou, D. Leber, Z. Hu, X. Yang, P. W. Tsang, and T. C. Poon, " Development of lossy and near-lossless compression methods for wafer surface structure digital holograms," Journal of Micro/Nanolithography, MEMS, and MOEMS, vol. 14, no. 4,pp. 1-8, Dec. 2015. doi: https://doi.org/10.1117/1.JMM.14.4.041304   DOI
15 J. Y. Sim, and C. S. Kim, "Reconstruction depth adaptive coding of digital holograms," IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, vol. 95, no. 2, pp. 617-620, Feb. 2012. doi: https://doi.org/10.1587/transfun.E95.A.617   DOI
16 T. J. Naughton, Y. Frauel, O. Matoba, N. Bertaux, E. Tajahuerce and B. Javidi, "Three-dimensional imaging, compression, and reconstruction of digital holograms," SPIE Proc, vol. 4877, pp.104-114, Mar. 2003. doi: https://doi.org/10.1117/12.463735   DOI
17 Y. Rivenson, A. Stern, and B. Javidi, "Overview of compressive sensing techniques applied in holography," Applied optics, vol. 52, no. 1, pp. A423-A432, Jan. 2013. doi: https://doi.org/10.1364/AO.52.00A423   DOI
18 W. S. Kim, D. W. Kim, and Y. H. Seo, "Hologram Super-Resolution Using a Single Reverse Inception based Deep Learning," In Proceedings of the Korean Society of Broadcast Engineers Conference, Kwangwoon Square & 80th Anniversary Hall, pp. 214-215, 2019.
19 P. Memmolo, M. Paturzo, A. Pelagotti, A. Finizio, P. Ferraro, and B. Javidi, "New high compression method for digital hologram recorded in microscope configuration," In Modeling Aspects in Optical Metrology III. International Society for Optics and Photonics. vol. 8083, no. 80830W, pp. 1-7, May. 2011. doi: https://doi.org/10.1117/12.889520   DOI
20 K. Jaferzadeh, S. Gholami, and I. Moon, "Lossless and lossy compression of quantitative phase images of red blood cells obtained by digital holographic imaging," Applied optics, vol. 55, no. 36, pp. 10409-10416, Dec. 2016. doi: https://doi.org/10.1364/AO.55.010409   DOI
21 W. S. Kim, B. S. Park, J. K. Kim, K. J. Oh, J. W. Kim, D. W. Kim, and Y. H. Seo, "Deep Learning-based Super Resolution for Phase-only Holograms," Journal of Broadcast Engineering, vol. 25, no. 6, pp. 935-943, 2020. doi: https://doi.org/10.5909/JBE.2020.25.6.935   DOI