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Optics Express

Optics Express

  • Editor: C. Martijn de Sterke
  • Vol. 20, Iss. 5 — Feb. 27, 2012
  • pp: 5440–5459

Enhanced compression rate of integral images by using motion-compensated residual images in three-dimensional integral-imaging

Ho-Hyun Kang, Ju-Han Lee, and Eun-Soo Kim  »View Author Affiliations


Optics Express, Vol. 20, Issue 5, pp. 5440-5459 (2012)
http://dx.doi.org/10.1364/OE.20.005440


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Abstract

In this paper, we proposed a new approach to notably enhance the compression rate of integral images by using the motion-compensated residual images (MCRIs). In the proposed method, sub-images (SIs) transformed from the picked-up elemental images of a three-dimensional (3-D) object, are sequentially rearranged with a spiral scanning topology. The moving vectors among the SIs, then, are estimated and compensated with the block-matching algorithm. Furthermore, spatial redundancy among the SIs is also removed by computing the differences between the local SIs and their motion-compensated versions, from which a sequence of MCRIs are finally generated and compressed with the MPEG-4 algorithm. Experimental results show that the compression efficiency of the proposed method has been improved up to 861.1% on average from that of the JPEG-based elemental images (EIs) method, and up to 1,497.0% and 118.8% on average from those of the MPEG-based MCSIs and the MPEG-based RIs method, respectively.

© 2012 OSA

OCIS Codes
(080.0080) Geometric optics : Geometric optics
(110.0110) Imaging systems : Imaging systems
(110.6880) Imaging systems : Three-dimensional image acquisition

ToC Category:
Imaging Systems

History
Original Manuscript: January 3, 2012
Revised Manuscript: February 11, 2012
Manuscript Accepted: February 12, 2012
Published: February 21, 2012

Citation
Ho-Hyun Kang, Ju-Han Lee, and Eun-Soo Kim, "Enhanced compression rate of integral images by using motion-compensated residual images in three-dimensional integral-imaging," Opt. Express 20, 5440-5459 (2012)
http://www.opticsinfobase.org/oe/abstract.cfm?URI=oe-20-5-5440


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References

  1. G. Lippmann, “La photographie integrale,” Comptes-Rendus Academie des Sciences 146, 446–451 (1908).
  2. S. A. Benton, ed., Selected Papers on Three-Dimensional Displays (SPIE Optical Engineering Press, 2001).
  3. F. Okano, H. Hoshino, J. Arai, and I. Yuyama, “Real-time pickup method for a three-dimensional image based on integral photography,” Appl. Opt. 36(7), 1598–1603 (1997). [CrossRef] [PubMed]
  4. D.-C. Hwang, J.-S. Park, S.-C. Kim, D.-H. Shin, and E.-S. Kim, “Magnification of 3D reconstructed images in integral imaging using an intermediate-view reconstruction technique,” Appl. Opt. 45(19), 4631–4637 (2006). [CrossRef] [PubMed]
  5. B.-G. Lee, H.-H. Kang, and E.-S. Kim, “Occlusion removal method of partially occluded object using variance in computational integral imaging,” 3D Res. 1(2), 2.1–2.5 (2010). [CrossRef]
  6. S.-C. Kim, C.-K. Kim, and E.-S. Kim, “Depth-of-focus and resolution-enhanced three-dimensional integral imaging with non-uniform lenslets and intermediate-view reconstruction technique,” 3D Res. 2(2), 2.1–2.9 (2011). [CrossRef]
  7. P. B. Han, Y. Piao, and E.-S. Kim, “Accelerated reconstruction of 3-D object images using estimated object area in backward computational integral imaging reconstruction,” 3D Res. 1, 4.1–4.8 (2011).
  8. S.-H. Hong and B. Javidi, “Improved resolution 3-D object reconstruction using computational II with time multiplexing,” Opt. Express 12(19), 4579–4588 (2004). [CrossRef] [PubMed]
  9. J.-B. Hyun, D.-C. Hwang, D.-H. Shin, and E.-S. Kim, “Curved computational integral imaging reconstruction technique for resolution-enhanced display of three-dimensional object images,” Appl. Opt. 46(31), 7697–7708 (2007). [CrossRef] [PubMed]
  10. Y. Piao and E.-S. Kim, “Resolution-enhanced reconstruction of far 3-D objects by using a direct pixel mapping method in computational curving-effective integral imaging,” Appl. Opt. 48(34), H222–H230 (2009). [CrossRef] [PubMed]
  11. J.-S. Jang and B. Javidi, “Improved viewing resolution of three-dimensional integral imaging by use of nonstationary micro-optics,” Opt. Lett. 27(5), 324–326 (2002). [CrossRef] [PubMed]
  12. J.-S. Park, D.-C. Hwang, D.-H. Shin, and E.-S. Kim, “Enhanced-resolution computational integral imaging reconstruction using an intermediate-view reconstruction technique,” Opt. Eng. 45(11), 117004 (2006). [CrossRef]
  13. H.-H. Kang, B.-G. Lee, and E.-S. Kim, “Efficient compression of rearranged time-multiplexed elemental image arrays in MALT-based three-dimensional integral imaging,” Opt. Commun. 284(13), 3227–3233 (2011). [CrossRef]
  14. O. Matoba, E. Tajahuerce, and B. Javidi, “Real-time three-dimensional object recognition with multiple perspectives imaging,” Appl. Opt. 40(20), 3318–3325 (2001). [CrossRef] [PubMed]
  15. M. Forman and A. Aggoun, “Quantization strategies for 3D-DCT based compression of full parallax 3D images,” in Proceedings of IEEE 6th International Conference on Image Processing and Applications, IPA97, No. 443, 32–35 (1997).
  16. S. Yeom, A. Stern, and B. Javidi, “Compression of 3D color integral images,” Opt. Express 12(8), 1632–1642 (2004). [CrossRef] [PubMed]
  17. J.-S. Jang, S. Yeom, and B. Javidi, “Compression of ray information in three-dimensional integral imaging,” Opt. Eng. 44(12), 127001 (2005). [CrossRef]
  18. H.-H. Kang, D.-H. Shin, and E.-S. Kim, “Compression scheme of sub-images using Karhunen-Loeve transform in three-dimensional integral imaging,” Opt. Commun. 281(14), 3640–3647 (2008). [CrossRef]
  19. H.-H. Kang, D.-H. Shin, and E.-S. Kim, “Efficient compression of motion-compensated sub-images with Karhunen-Loeve transform in three-dimensional integral imaging,” Opt. Commun. 283(6), 920–928 (2010). [CrossRef]
  20. C.-H. Yoo, H.-H. Kang, and E.-S. Kim, “Enhanced compression of integral images by combined use of residual images and MPEG-4 algorithm in three-dimensional integral imaging,” Opt. Commun. 284(20), 4884–4893 (2011). [CrossRef]
  21. J.-H. Park, J.-H. Kim, and B.-H. Lee, “Three-dimensional optical correlator using a sub-image array,” Opt. Express 13(13), 5116–5126 (2005). [CrossRef] [PubMed]
  22. J.-S. Lee, J.-H. Ko, and E.-S. Kim, “Real-time stereo object tracking system by using block matching algorithm and optical binary phase extraction joint transform correlator,” Opt. Commun. 191(3-6), 191–202 (2001). [CrossRef]
  23. R. C. Gonzalez, R. E. Woods, and S. L. Eddins, eds., Digital Image Processing (Pearson Prentice Hall, 2008).
  24. I. E. G. Richardson, ed., H.264 and MPEG-4 video compression (Wiley, 2003).
  25. D. S. Taubman and M. W. Marcellin, eds., JPEG2000-Image Compression Fundamentals, Standards and Practice, (Kluwer Academic Publishers, 2002).
  26. A. Barjatya, “Block matching algorithms for motion estimation,” (2005), Matlab central: http://www.mathworks.com/matlabcentral/fileexchange/8761 .

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