Browse > Article
http://dx.doi.org/10.5909/JBE.2019.24.1.164

Characteristic Analysis for Compression of Digital Hologram  

Kim, Jin-Kyum (Department of Electronic Material Engineering, Kwangwoon University)
Kim, Kyung-Jin (Department of Electronic Material Engineering, Kwangwoon University)
Kim, Woo-Suk (Department of Electronic Material Engineering, Kwangwoon University)
Lee, Yoon-Huck (Department of Electronic Material Engineering, Kwangwoon University)
Oh, Kwan-Jung (ETRI)
Kim, Jin-Woong (ETRI)
Kim, Dong-Wook (Department of Electronic Material Engineering, Kwangwoon University)
Seo, Young-Ho (Department of Electronic Material Engineering, Kwangwoon University)
Publication Information
Journal of Broadcast Engineering / v.24, no.1, 2019 , pp. 164-181 More about this Journal
Abstract
This paper introduces the analysis and development of digital holographic data codec technology to effectively compress hologram data. First, the generation method and data characteristics of the hologram standard data set provided by JPEG Pleno are introduced. We analyze energy compaction according to hologram generation method using discrete wavelet transform and discrete cosine transform. The quantization efficiency according to the hologram generation method is analyzed by applying uniform quantization and non-uniform quantization. We propose a transformation method quantization method suitable for hologram generation method through transform and quantization experiments. Finally, holograms are compressed using standard compression codecs such as JPEG, JPEG2000, AVC/H.264 and HEVC/H.265 and the results are analyzed.
Keywords
Wavelet; Transform; Quantization; Digital Hologram; Signal process;
Citations & Related Records
연도 인용수 순위
  • Reference
1 P. Memmolo, V. Bianco, M. Paturzo, B. Javidi, P. A. Netti, and P. Ferraro, "Encoding multiple holograms for speckle-noise reduction in optical display," Opt. Express 22, 25768-25775, 2014.   DOI
2 D. Hincapie, J. H.-Ramirez, and J. G.-Sucerquia, "Single-shot speckle reduction in numerical reconstruction of digitally recorded holograms," Opt. Lett. 40, 1623-1626, 2015.   DOI
3 M.-Misiti, Y.-Misiti, G.- Oppenheim and J-M.- Poggi, "Wavelet Toolobox Reference", Sep. 2018 Online Only
4 Wavelet browser, http://wavelets.pybytes.com/
5 Quantization (signal processing), https://en.wikipedia.org/wiki/Quantization_(signal_processing)
6 A-law algorithm, https://en.wikipedia.org/wiki/A-law_algorithm
7 $\mu$-law algorithm, https://en.wikipedia.org/wiki/%CE%9C-law_algorithm
8 H. Yeom, Y. Ji, S. Kim, S. Ko, S. Kim, H. Zhang, B. Li, K. Shin, M. Askari, and J. Park, "Hologram synthesis with correct reflectance distribution in fully analytic mesh-based method," in Imaging and Applied Optics 2016, OSA Technical Digest (online), Optical Society of America, 2016.
9 Y. Ju and J. Park, "Fast Generation of Mesh Based CGH in Head-Mounted Displays using Foveated Rendering Technique," in Imaging and Applied Optics 2018 (3D, AO, AIO, COSI, DH, IS, LACSEA, LS&C, MATH, pcAOP), OSA Technical Digest, Optical Society of America, 2018.
10 Logan A. Williams, Georges Nehmetallah, Rola Aylo, and Partha P. Banerjee, "Application of up-sampling and resolution scaling to Fresnel reconstruction of digital holograms," Appl. Opt. 54, 1443-1452. 2015.   DOI
11 S. Lee, H. Chang, H. Wey, and D. Nam, "Sampling and error analysis of radial symmetric interpolation for fast hologram generation," Appl. Opt. 55, A104-A110, 2016.   DOI
12 Chor Shen Tay, Ken Tanizawa, and Akira Hirose, "High-quality frame interpolation in computer generated holographic movies using coherent neural networks with a hybrid learning method," Appl. Opt. 47, 5221-5228, 2008.   DOI
13 P. W. M. Tsang, Y. T. Chow, and T.-C. Poon, "Enhancement on the generation of sampled phase-only holograms," Chin. Opt. Lett. 13, 060901, 2015.   DOI
14 Yuan Hong, Tielin Shi, Yichun Zhang, and Guanglan Liao, "Fringe contrast enhancement of digital off-axis hologram via sparse representation," Chin. Opt. Lett. 14, 060901, 2016.   DOI
15 Lingfeng Yu, Yingfei An, and Lilong Cai, "Numerical reconstruction of digital holograms with variable viewing angles," Opt. Express 10, 1250-1257, 2002.   DOI
16 H. Yoshikawa, "Digital holographic signal processing," Proc. TAO First International Symposium on Three Dimensional Image Communication Technologies, pp. S-4-2, Dec. 1993.
17 Xin Li, Juan Liu, Tao Zhao, and Yongtian Wang, "Color dynamic holographic display with wide viewing angle by improved complex amplitude modulation," Opt. Express 26, 2349-2358, 2018.   DOI
18 Dennis Gabor, "'A new microscopic principle", Nature, 161, pp. 777-778, 1948.   DOI
19 P. Hariharan, "Basics of Holography", Cambridge University Press, May 2002.
20 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
21 Y.H. Seo, Hyun-Jun Choi, and Dong-Wook Kim, "Lossy Coding Technique for Digital Holographic Signal", SPIE Optical Engineering, Vol. 45, No. 6, pp. 065802-1-065802-10, Jun. 2006.
22 Y.H. Seo, H. J. Choi, J. S. Yoo, G. S. Lee, C. H. Kim, S. H. Lee, S. H. Lee, and D. W. Kim, "Digital hologram compression technique by eliminating spatial correlations based on MCTF." Optics Communications, vol. 283, no. 21, pp. 4261-4270, Nov. 2010.   DOI
23 F. Dufaux, Y. Xing, Y. B. P. Popescu, and P. Schelkens, "Compression of digital holographic data: an overview." In Applications of Digital Image Processing XXXVIII. International Society for Optics and Photonics. vol. 9599, no. 95990I, pp. 1-11, Sep. 2015.
24 P. Tsang, K. W. K. Cheung, T. C. Poon, and C. Zhou, "Demonstration of compression ratio of over 4000 times for each digital hologram in a sequence of 25 frames in a holographic video." Journal of Optics, vol. 14, no. 12, pp. 1-7, Dec. 2012.
25 J. P. Peixeiro, C. Brites, J. Ascenso, and F. Pereira, "Holographic data coding: Benchmarking and extending hevc with adapted transforms." IEEE Transactions on Multimedia, vol. 20, no. 2, pp. 282-297, Feb.2018   DOI
26 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
27 E. Darakis and T. J. Naughton, "Compression of digital hologram sequences using MPEG-4", SPIE Proc, vol. 7358, pp. 735811-1, May 2009.
28 Y.H. Seo, Y. H. Lee, J. S. Yoo, and D. W. Kim, "Scalable hologram video coding for adaptive transmitting service." Applied optics, vol. 52, no. 1, pp. A254-A268, Jan. 2013.   DOI
29 JPEG Pleno https://jpeg.org/jpegpleno/
30 H. Gu Kim and Y. M. Ro, "Ultrafast layer based computer-generated hologram calculation with sparse template holographic fringe pattern for 3-D object," Opt. Express 25, 30418-30427, 2017.   DOI
31 H. Zhang, L. Cao, and G. Jin, "Computer-generated hologram with occlusion effect using layer-based processing," Appl. Opt. 56, F138-F143, 2017.   DOI
32 P. Su, W. Cao, J. Ma, Bi. Cheng, X. Liang, L. Cao, and G. Jin, "Fast Computer-Generated Hologram Generation Method for Three-Dimensional Point Cloud Model," J. Display Technol. 12, 1688-1694, 2016.   DOI
33 P. W. M. Tsang, T.-C. Poon, and Y. M. Wu, "Review of fast methods for point-based computer-generated holography [Invited]," Photon. Res. 6, 837-846, 2018.   DOI