Coding algorithms for 3DTV - A survey

IEEE Transactions on Circuits and Systems for Video Technology

Volumn 17, Issue 11, 2007, Pages 1606-1620

  Smolic, Aljoscha ^b   Mueller, Karsten ^a,b   Stefanoski, Nikolce ^a,c   Osteraiann, Joern ^a,c   Gotchev, Atanas ^a,d   Akar, Gozde B ^a,e   Triantafyllidis, Georgios ^a,e   Koz, Alper ^a,f  

^a IEEE

^b FRAUNHOFER HEINRICH HERTZ INSTITUTE   (Germany)

^c LEIBNIZ UNIVERSITY HANNOVER   (Germany)

^d TAMPERE UNIVERSITY OF TECHNOLOGY   (Finland)

^e MIDDLE EAST TECHNICAL UNIVERSITY   (Turkey)

^f INFORMATION TECHNOLOGIES INSTITUTE   (Greece)

Author keywords

3 D mesh compression; 3DTV; Depth coding; Disparity coding; MPEG; Multiple description coding (MDC); Multiview video coding (MVC); Stereo video coding; Watermarking

Indexed keywords

ALGORITHMS; DATA ACQUISITION; DIGITAL WATERMARKING; MESH GENERATION; MOTION PICTURE EXPERTS GROUP STANDARDS;

3-D MESH COMPRESSION; DEPTH CODING; DISPARITY CODING; MULTIPLE DESCRIPTION CODING (MDC); MULTIVIEW VIDEO CODING (MVC); STEREO VIDEO CODING;

IMAGE CODING;

EID: 35649008387     PISSN: 10518215     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCSVT.2007.909972     Document Type: Article

References (154)

1. A. Smolic, K. Müller, P. .Merkle, C. Fehn, P. Kauff, P. Eisert, and T. Wiegand, "3-D video and free viewpoint video-technologies, applications and MPEG standards," in Proc. IEEE ICME, Toronto, ON, Canada, Jul. 2006, pp. 2161-2164.
2. L. Onural, A. Smolic, and T. Sikora, "An overview of a new European consortium.: Integrated three-dimensional television-Capture, transmission and display (3DTV)," presented at the EWIMT, London, U.K., Nov. 25-26, 2004.
3. A. Smolic and D. McCutchen, "3DAV exploration of video-based rendering technology in MPEG," IEEE Trans. Circuits Syst. Video Technol., vol. 14, no. 3, pp. 348-356, Mar. 2004.
4. A. Smolic and P. Kauff, "Interactive 3-D video representation and coding technologies," Proc. IEEE, Special issue on Advances in Video Coding and Delivery, vol. 93, no. 1, pp. 98-110, Jan. 2005.
5. L. Onural, T. Sikora, J. Ostermann, A. Smolic, R. Civanlar, and J. Watson, "An assessment of 3DTV technologies," in Proc. NAB 2006, Las Vegas, NV, Apr. 22-27, 2006, pp. 456-467.
6. A. A. Alatan et al, "Scene representation technologies for 3DTV-A survey," IEEE Trans. Circuits Syst. Video Technol., vol. 17, no. 11, pp. 1587-1605, Nov. 2007.
7. M. Tanimoto, "Free viewpoint television-FTV," in Proc. PCS, San Francisco, CA, Dec. 2004.
8. T. Fujii and M. Tanimoto, "Free-viewpoint TV system, based on rayspace representation," ITCom, vol. 4864-22, pp. 175-189, 2002.
9. T. Matsuyama, X. Wu, T. Takai, and T. Wada, "Real-time dynamic 3-D object shape reconstruction and high-fidelity texture mapping for 3-D Video," IEEE Trans. Circuits Syst. Video Technol., vol. 14, no. 3, pp. 357-369, Mar. 2004.
10. T. Hamaguchi, T. Fujii, Y. Kajiki, and T. Honda, "Real-time view interpolation system for multiview 3-D display," Election, imag., vol. 4297A, pp. 212-221, Jan. 2001.
11. J. Cananza, C. Theobalt, M. Magnor, and H.-P. Seidel, "Free-viewpoint video of human actors," Trans. Graphics, vol. 22, no. 3, pp. 569-577, Jul. 2003.
12. S. Würmlin, E. Lamboray, O. Staadt, and M. Gross, "3-D video recorder: A system for recording, processing and playing three-dimensional video," in Computer Graphics Forum. Oxford, U.K.: Blackwell, 2003, vol. 22, no. 2, pp. 181-193.
13. S. Würmlin, E. Lamboray, and M. Gross, "3-D video fragments: Dynamic point samples for real-time free-viewpoint video," Comput. Graph., vol. 28, no. 1, pp. 3-14, 2004.
14. W. Matusik and H. Pfister, "3-D TV: A scalable system for real-time acquistion, transmission and autostereoscopic display of dynamic scenes," ACM Trans. Graph., vol. 23, no. 3, pp. 814-824, Aug. 2004.
15. H.-Y. Shum, S. B. Kang, and S.-C. Chan, "Survey of image-based representations and compression techniques," IEEE Trans. Circuits Syst. Video Technol., vol. 13, no. 1.1, pp. 1020-1037, Nov. 2003.
16. B. Haskell, A. Puri, and A. Netrevali, Digital. Video: An Introduction to MPEG-2, 1997.
17. "Generic Coding of Moving Pictures and Associated Audio Information-Part 2: Video," ITU-T Rec. H.222.01ISO/IEC 13818-1 (MPEG2 Systems), ITU-T and ISO/IEC JTC 1, Nov. 1994.
18. "Video Coding for Low Bit Rate Communication," ITU-T Rec. H.263; version 1, Nov. 1995; version 2 Jan. 1998; version 3, Nov. 2000.
19. "Coding of audio-visual objects-Part 2: Visual," ISO/IEC 14496-2 (MPEG-4 visual version 1), Apr. 1999; ISO/IEC JTC 1, Amd. 1 (ver. 2), Feb. 2000; Amd. 2, 2001; Amd. 3, 2001; Amd. 4 (streaming video profile), 2001; Amd 1 to 2nd ed. (studio profile), 2001; Amd. 2 to 2nd ed. 2003.
20. S. Sun and S. Lei, "Stereo-view video coding using H.264 tools," in Proc, SPIE Image and Video Commun, and Process. 2005, Mar. 2005, vol. 5685, pp. 177-184.
21. T. Wiegand, G. J. Sullivan, G. Bjøntegaard, and A. Luthra, "Overview of the H.264/AVC video coding standard," IEEE Trans. Circuits Syst. Video Technol., vol. 13, no. 7, pp. 560-576, Jul. 2003.
22. Advanced Video Coding for Generic Audiovisual Services 2005, ITU T and ISO/IEC JTC 1, ITU-T Rec. H.264 and ISO/IEC 14496-10AVC, 2003, most recent Version.
23. C. Fehn, P. Kauff, M. Op de Beeck, F. Ernst, W. Usselsteijn, M. Pollefeys, L. Van Gool, E. Ofek, and I. Sexton, "An evolutionary and optimised approach, on 3D-TV," in Proc. Int Broadcast Conf, Amsterdam, The Netherlands, Sep. 2002, pp. 357-365.
24. C. Fehn, "3D-TV using depth-image-based rendering (DIBR)," in Proc. Picture Coding Symp., San Francisco, CA, USA, Dec. 2004.
25. Text of ISO/IEC FDIS 23002-3 Representation of Auxiliary Video and Supplemental Information, ISO/IEC JTC1/SC29/WG11, Jan. 2007, Doc. N8768, Manakesh, Morocco.
26. Text of ISO/IEC 13818-1:2003/FDAM2 Carriage of Auxiliary Data, ISO/IEC JTC1/SC29/WG11, Jan. 2007, Doc. N8799, Marrakech, Morocco.
27. J. Shade, S. Gortler, L. W. He, and R. Szeliski, "Layered depth images," in Proc. SIGGRAPH'98, Orlando, FL, Jul. 1998.
28. C. L. Zitnick, S. B. Kang, M. Uyttendaele, S. Winder, and R. Szeliski, "High-quality video view interpolation using a layered representation, " in SIGGRAPH04, Los Angeles, CA, Aug. 2004.
29. P. Kauff, N. Atzpadin, C. Fehn, M. Müller, O. Schreer, A. Smolic, and R. Tanger, "Depth map creation and image based rendering for advanced 3.DTV services providing interoperability and scalability," Signal Process: image Commun., Special Issue on 3DTV, Feb. 2007.
30. P. Merkle, K. Müller, A. Smolic, and T. Wiegand, "Statistical evaluation of spatiotemporal prediction for multiview video coding," in Proc. ICOB 2005, Berlin, Germany, Oct. 27-28, 2005.
31. A. Kaup and U. Fecker, "Analysis of multireference block matching for multiview video coding," in Proc. 7th Workshop Digital Broadcasting, Erlangen, Germany, Sep. 2006, pp. 33-39.
32. M. Magnor and B. Girod, "Data compression for light-field rendering," IEEE Trans. Circuits Syst. Video Technol., vol. 10, no. 3, pp. 338-343, Apr. 2000.
33. M. Magnor, P. Ramanathan, and B. Girod, "Multi-view coding for image-based rendering using 3-D scene geometry," IEEE Trans. Circuits Syst. Video Technol., vol. 13, no. 11, pp. 1092-1106, Nov. 2003.
34. K.-J. Oh and Y.-S. Ho, "Multi-view video coding based on the lattice-like pyramid GOP structure," in Proc. PCS 2006, Picture Coding Symp., Beijing, China, Apr. 2007.
35. X. Cheng, L. Sun, and S. Yang, "A multiview video coding scheme using shared key frames for high interactive application," in Proc. PCS 2006, Picture Coding Symp., Beijing, China, Apr. 2006.
36. Y. Yang, G. Jiang, M. Yu, F. Li, and Y. Kim, "Hyper-space based multiview video coding scheme for free viewpoint television," in Proc. PCS 2006, Picture Coding Symp., Beijing, China, Apr. 2006.
37. A. Vetro, W. Matusik, H. P. Pfister, and J. Xin, "Coding approaches for end-to-end 3-D TV systems," in Proc. Picture Coding Symp. (PCS), San Francisco, CA, Dec. 2004.
38. H. Kalva, L. Christodoulou, L. M. Mayron, O. Marques, and B. Furht, "Design and evaluation of a 3-D video system based on H.264 view coding," in Int. Workshop on Network and Operating Systems Support for Digital Audio and Video (NOSSDAV 2006), Newport, RI, May 22-23, 2006.
39. D. Socek, D. Culibrk, H. Kalva, O. Marques, and B. Furht, "Permutation-based low-complexity alternate coding in multiview H.264/AVC," in IEEE Int. Conf. on Multimedia & Expo (ICME) 2006, Toronto, Canada, Jul. 9-12, 2006.
40. H. Kalva, L. Christodoulou, L. Mayron, O. Marques, and B. Furht, "Challenges and opportunities in video coding for 3-D TV," in Special Session on 3-D TV: Primed for Success?, IEEE Int. Conf. on Multimedia & Expo (ICME) 2006, Toronto, Canada, Jul. 9-12, 2006.
41. C. Bilen, A. Aksay, and G. Bozdagi Akar, "A Multi-view video codec based On H.264," in IEEE ICIP 2006, Atlanta, GA, Oct. 2006.
42. H. Schwarz, D. Marpe, and T. Wiegand, "Analysis of hierarchical B-pictures and MCTF," in ICME 2006, IEEE Int. Conf. on Multimedia and Expo, Toronto, Ontario, Canada, Jul. 2006.
43. M. Flierl, A. Mavlankar, and B. Girod, "Motion and disparity compensated coding for video camera arrays," in Proc. Picture Coding Symp., Beijing, China, Apr. 2006.
44. P. Merkle, K. Müller, A. Smolic, and T. Wiegand, "Efficient compression of multiview video exploiting inter-view dependencies based on H.264/MPEG4-AVC," in Proc. ICME 2006 IEEE Int. Conf. on Multimedia and Expo, Toronto, Ontario, Canada, Jul. 2006.
45. K. Müller, P. Merkle, H. Schwarz, T. Hinz, A. Smolic, and T. Wiegand, "Multi-view video coding based on H.264/AVC using hierarchical b-frames," in Proc. PCS 2006, Picture Coding Symp., Beijing, China, Apr. 2006.
46. P. Merkle, A. Smolic, K. Mueller, and T. Wiegand, "Efficient prediction structures for multiview video coding," IEEE Trans. Circuits Syst. Video Technol., vol. 17, no. 11, pp. 1461-1473, Nov. 2007.
47. P. Merkle, A. Smolic, K. Müller, and T. Wiegand, "Coding Efficiency Versus Complexity of MVC Prediction Structures," in Proc. EUSIPCO 2007, Poznan, Poland, Sep. 3, 2007.
48. E. Martinian, A. Behrens, J. Xin, and A. Vetro, "View synthesis for multiview video compression," in Proc. PCS 2006, Picture Coding Symp., Beijing, China, Apr. 2006.
49. M. Kitahara, H. Kimata, S. Shimizu, K. Kamikura, Y. Yashimata, K. Yamamoto, T. Yendo, T. Fujii, and M. Tanimoto, "Multi-view video coding using view interpolation and reference picture selection," in ICME 2006, IEEE Int. Conf. Multimedia and Exposition, Toronto, ON, Canada, Jul. 2006.
50. E. Martinian, A. Behrens, J. Xin, A. Vetro, and H. Sun, "Extensions of H.264/AVC for multiview video compression," in IEEE Int. Conf. on Image Processing (ICIP), Atlanta, GA, Oct. 2006.
51. J.-H. Kim, P.-L. Lai, A. Ortega, Y. Su, P. Yin, and C. Gomila, "Results of CE2 on multiview video coding," in Joint Video Team, Klagenfurt, Austria, Jul. 2006, Doc. JVT-T117.
52. Y.-L. Lee, J.-H. Hur, Y.-K. Lee, S.-H. Cho, H. J. Kwon, N. H. Hur, and J. W. Kim, "Results of CE2 on multiview video coding," in Joint Video Team, Klagenfurt, Austria, Jul. 2007, Doc. JVT-T110.
53. U. Fecker, M. Barkowsky, and A. Kaup, "Improving the prediction efficiency for multiview video coding using histogram, matching," in Proc. Picture Coding Symp. (PCS 2006), Beijing, China, Apr. 2006.
54. J. Lu, H. Cai, J.-G. Lou, and J. Li, "An effective epipolar geometry assisted motion-estimation technique for multiview image coding," in IEEE Int. Conf. on Image Process., Atlanta, GA, Oct. 8-11, 2007.
55. X. Guo, Y. Lu, F. Wu, and W. Gao, "Inter-view direct mode for multiview video coding," IEEE Trans. Circuits Syst. Video Technol., vol. 16, no. 12, pp. 1527-1532, Dec. 2006.
56. J. Garbas, U. Fecker, T. Tröger, and A. Kaup, "4D scalable multiview video coding using disparity compensated view filtering and motion compensated temporal filtering," in Int. Workshop on Multimedia Signal Processing (MMSP), Victoria, Canada, Oct. 2006.
57. M. Droese, C. Clemens, and T. Sikora, "Extending single-view scalable video coding to multiview based on. H.264/AVC," in Proc. ICIP 2006, Atlanta, GA, Oct. 2006.
58. W. Yang, Y. Lu, F. Wu, J. Cai, K. N. Ngan, and S. Li, "4D wavelet-based multiview video coding," IEEE Trans. Circuits Syst. Video Technol., vol. 16, no. 11, pp. 1385-1396, Nov. 2006.
59. W. Yang, F. Wu, Y. Lu, J. Cai, K. N. Ngan, and S. Li, "Scalable multiview video coding using wavelet," in IEEE Int. Symp. on Circuits Syst.(ISCAS), 2005, pp. 6078-6081.
60. N. Ozbek and A. M. Tekalp, "Scalable multiview video coding for interactive 3DTV," in ICME 2006 IEEE Int. Conf. on Multimedia and Expo., Toronto, ON, Canada, Jul. 2006.
61. X. Guo, Y. Lu, F. Wu, W. Gao, and S. Li, "Distributed multiview video coding," Vis. Commun, and Imag. Process., vol. 6077, 2006.
62. E. Kurutepe, M. R. Civanlar, and A. M. Tekalp, "Interactive multiview video delivery with, view-point tracking and fast stream switching," in MRCS 2006, Istanbul, Turkey, Sep. 2006, pp. 1558-1565.
63. E. Kurutepe, M. R. Civanlar, and A. M. Tekalp, "Interactive transport of multiview videos for 3DTV applications," in Packet Video Workshop 2006, Hangzhou, China.
64. A. Vetro, Y. Su, H. Kimata, and A. Smolic, "Joint draft 1.0 on multiview video coding," in Joint Video Team, Hangzhou, China, Oct. 2006, Doc. JVT-U209.
65. A. Vetro, Y. Su, H. Kimata, and A. Smolic, "Joint multiview video model," in Joint Video Team, Hangzhou, China, Oct. 2006, Doc. JVTU207.
66. P. Merkle, A. Smolic, K. Mueller, and T. Wiegand, "Efficient compression of multiview depth, data based on MVC," in Proc, 3DTV-CON 2007, Kos Island, Greece, May 2007.
67. P. Merkle, A. Smolic, K. Müller, and T. Wiegand, "Multi-view video plus depth, representation and coding," in IEEE Int. Conf. on Image Process. (ICIP'07), San Antonio, TX, Sep. 2007.
68. T. Saishu, S. Numazaki, K. Taira, R. Fukushima, A. Morishita, and Y. Hirayama, "Flatbed-type autostereoscopic display system and its image format," in Proc. SPIE, 2006, vol. 6055, pp. 261-268.
69. G. Taubin and J. Rossignac, "Geometry compression through topological surgery," ACM Trans. Graphics, pp. 84-115, 1998.
70. G. Taubin, A. Gueziec, W. Horn, and F. Lazarus, "Progressive forest split compression," in SIGGRAPH'98, 1998, pp. 123-132.
71. J. Rossignac, "Edgebreaker: Connectivity compression for triangle meshes," IEEE Trans. Vis. Comp. Graph., vol. 5, no. 1, pp. 47-6.1, 1999.
72. S. Gumhold and W. Straßer, "Real time compression of triangle mesh connectivity," in SIGGRAPH'98, 1998, pp. 133-140.
73. C. Tourna and C. Gotsman, "Triangle mesh compression," in Proc. Graphics Interface'98, 1998, pp. 26-34.
74. M. Isenburg and J. Snoeyink, "Face fixer: Compressing polygon meshes with properties," in Proc. SIGGRAPH 2000, 2000, pp. 263-270.
75. P. Alliez and M. Desbrun, "Valence-driven connectivity encoding for 3-D meshes," Comput. Graph. Forum, vol. 20, no. 3, 2001.
76. P. Alliez and M. Desbrun, "Progressive compression for lossless transmission of triangle meshes," in SIGGRAPH'01, 2001, pp. 195-202.
77. D. Cohen-Or, R. Cohen, and R. Irony, Multi-way geometry encoding Sch. Comput. Sei., Tel Aviv Univ., Haifa, Israel, Tech. Rep. 2002, 2002 [Online], Available: www.cs.tau.ac.il/~dcor/online_papers/papers/multiway.pdf
78. S. Gumhold and R. Amjoun, "Higher order prediction for geometry compression," Shape Modeling Int., p. 286, 2003.
79. J. Peng and J. Kuo, "Geometry-guided progressive lossless 3-D mesh coding with octree (OT) decomposition," in ACM SIGGRAPH, 2005, pp. 609-616.
80. A. Khodakovsky, P. Schröder, and W. Sweldens, "Progressive geometry compression," presented at the SIGGRAPH, 2000 [Online], Available: http://c.iteseer.ist.psu.edu/khodakovsky00progressive.html, ACM Press/Addison-Wesley Publishing
81. Z. Karni and C. Gotsman, "Spectral compression of mesh geometry," in Proc. 27th Annu. Conf. Comput. Graphics and Interactive Techn. Int. Conf. Comput. Graphics Interactive Techn., 2000, pp. 279-285.
82. X. Gu, S. Gortler, and H. Hoppe, "Geometry images," in ACM SIGGRAPH 2002, 2002, pp. 355-361.
83. P. Alliez and C. Gotsman, "Shape compression using spherical geometry images," presented at the Symp. Multiresolution in Geometric Modeling, Cambridge, U.K., 2003.
84. E. Praun and H. Hoppe, "Spherical parametrization and remeshing," in ACM SIGGRAPH 2003, 2003, pp. 340-349.
85. K. Kose, A. E. Cetin, U. Gudukbay, and L. Onural, "Connectivity- guided adaptive lifting transform for Image like compression of meshes," in 3DTV-CON07, Kos Island, Greece, 2007.
86. P. Alliez and C. Gotsman, "Recent advances in compression of 3-D meshes," presented at the Symp. Multiresolution in Geometric Modeling, Cambridge, U.K., Sep. 2003.
87. J. Peng, "Technologies for 3-D mesh compression: A survey," J. Vis. Commun. Image Rep., vol. 16, pp. 688-733, 2005.
88. H. Briceno, P. Sander, L. McMillan, S. Gortler, andH. Hoppe, "Geometry videos: A new representation for 3-D animations," in ACM Symp. on Computer Animation 2003, pp. 136-146.
89. J. E. Lengyel, "Compression of time-dependant geometry," in Proc. 1999 Symp. on Interactive 3-D Graph., 1999, pp. 89-95.
90. M. Alexa and W. Müller, "Representing animations by principal components," Comp. Graph. Forum, vol. 19, no. 3, pp. 411-418, 2000.
91. Z. Karni and C. Gotsman, "Compression of soft-body animation sequences," Comput. Graph., vol. 28, pp. 25-34, 2004.
92. M. Sattler, R. Sarlette, and R. Klein, "Simple and efficient compression of animation sequences," in Proc. ACM/EG Symp. Comp. Anim, 2005, p. 209.
93. L. Vasa and V. Skala, "CoDDyaC: Connectivity driven dynamic mesh compression," presented at the Proc. 3DTV-CON, 2007.
94. R. Amjoun and W. Straßer, "Efficient compression of 3-D dynamic mesh sequences," Z WSCG, 2007 [Online], Available: http://wscg.zcu.cz/wscg2007/Papers_2007/jour.nal/C31-full.pdf
95. I. Guskov and A. Khodakovsky, "Wavelet compression of parametrically coherent mesh sequences," in Proc. ACM/EG Symp. Comput. Anim., 2004.
96. K. Mamou, T. Zaharia, and F. Preteux, "A skinning approach for dynamic 3d mesh compression," Comput. Animat Virtual Worlds, vol. 17, no. 3-4, pp. 337-346, 2007.
97. L. Ibania and J. Rossignac, "Dynapack: Space-time compression of the 3-D animations of triangle meshes with fixed connectivity," in Proc. EG Symp. on Comput. Anim., 2003.
98. E. S. Jang, J. D. K. Kim, S. Y. Jung, M. J. Han, S. O. Woo, andS. J. Lee, "Interpolator data compression for MPEG-4 animation," IEEE Trans. Circuits Syst. Video Technol., vol. 14, no. 7, pp. 989-1008, Nov. 2004.
99. N. Stefanoski and J. Ostermann, "Connectivity-guided predictive compression of dynamic 3-D meshes," presented at the IEEE Conf. Image Process. ICIP'06, Atlanta, GA, 2007.
100. N. Stefanoski, X. Liu, P. Klie, and J. Ostermann, "Scalable linear predictive coding of time-consistent 3-D mesh sequences," presented at the 3DTV-CON, The True Vision-Capture, Transmission and Display of 3-D Video, Kos Island, Greece, May 2007.
101. N. Stefanoski, P. Klie, X. Liu, and J. Ostermann, "Layered coding of time-consistent dynamic 3-D meshes using a nonlinear predictor," presented at the IEEE ICIP, Thessaloniki, Greece, 2007.
102. K. Müller, A. Smolic, M. Kautzner, P. Eisert, and T. Wiegand, "Ratedistortion-optimazed predictive compression of dynamic 3-D mesh sequences," Signal Process: Image Commun., vol. 21, no. 9, pp. 812-828, 2007.
103. K. Müller, A. Smolic, M. Kautzner, P. Eisert, and T. Wiegand, "Predictive compression of dynamic 3-D meshes," in Proc. IEEE ICIP'06, 2005, pp. 621-624.
104. V. Goyal, "Multiple description coding: Compression meets the network," IEEE Signal Process. Mag., vol. 18, pp. 74-93, 2001.
105. V. A. Vaishampayan, "Design of multiple description scalar quantizer," IEEE Trans. Inf Theory, vol. 39, no. 5, pp. 821-834, May 1993.
106. V. A. Vaishampayan and J. Domaszewicz, "Design of entropy-constrained multiple description scalar quantizer," IEEE Trans. Inf. Theory, vol. 40, no. 6, pp. 245-250, Jan. 1994.
107. V. A. Vaishampayan and J. C. Batllo, "Asymptotic analysis of multiple description qantizers," IEEE Trans. Inf. Theory, vol. 44, no. 1, pp. 278-284, Jan. 1998.
108. L. Ozarow, "Ona source-channel coding problem with two channels and three receivers," Bell Syst. Tech. J., vol. 59, no. 10, pp. 1909-1921, 1980.
109. V. Vaishampayan, N. Sloane, and S. Servetto, "Multiple description vector quantization with lattice codebooks: Design and analysis," IEEE Trans. Inf. Theory, vol. 47, pp. 1718-1734, May 2001.
110. V. Goyal, J. Kelnr, and J. Kovacevic, "Multiple description vector quantization with a coarse lattice," IEEE Trans. Inf. Theory, vol. 48, no. 2, pp. 781-788, Mar. 2002.
111. V. Vaishampayan, "Application of multiple description codes to image and video transmission over lossy networks," in Proc. 7th Int. Workshop Packet Video, Brisbane, Australia, Mar. 1996, pp. 55-60.
112. S. D. Servetto, K. Ramcadran, V. Vaishampayan, and K. Nahrstedt, "Multiple description wavelet based image coding," IEEE Trans. Image Process., vol. 9, no. 5, pp. 813-826, May 2000.
113. Y. Wang, M. Orchard, V. Vaishampayan, and A. Reibman, "Multiple description, coding using pairwise correlating transforms," IEEE Trans. Image Process., vol. 10, pp. 351-366, Oct. 2001.
114. V. K. Goyal and J. Kovacevic, "Generalized multiple description coding with conelating transforms," IEEE Trans. Inf. Theory, vol. 47, pp. 2199-2224, Sep. 2001.
115. I. V. Bajic and J. W. Woods, "Domain-based multiple description coding of images and video," IEEE Trans. Image Process., vol. 12, pp. 1211-1225, Oct. 2003.
116. D. Chung and Y. Wang, "Lapped orthogonal transforms designed for error resilient image coding," IEEE Trans. Circuits Syst. Video Technol., vol. 12, pp. 752-764, Sep. 2002.
117. A. Miguel, A. Mohr, and E. Siskin, "SPIHT for generalized multiple description, coding," in Proc. IEEE Int. Conf. Image Process., Oct. 1999, vol. 3, pp. 842-846.
118. T. Tillo and G. Olmo, "A novel multiple description coding scheme compatible with the JPEG 2000 decoder," IEEE Signal Process. Lett., vol. 1.1, pp. 908-911, 2004.
119. K.-P. Choi and K.-Y. Lee, "An efficient multiple description coding using whitening transform," IEICE Trans. Fundam. E86-A, vol. 6, pp. 1382-1389, 2003.
120. A. Norkin, A. Gotchev, K. Egiazarian, and J. Astola, "Two-stage multiple description coders: Analysis and comparative study," Signal Process.: Image Commun., vol. 21, no. 8, pp. 609-625, Aug. 2006.
121. Y. Wang, A. Reibman, and S. Lin, "Multiple description coding for video delivery," Proc. IEEE, vol. 93, pp. 57-70, 2005.
122. A. Reibman, H. Jafarkhani, Y. Wang, M. Orchard, and R. Puri, "Multiple description coding for video using motion-compensated temporal prediction," IEEE Trans. Circuits Syst. Video Technol., vol. 12, pp. 193-204, 2002.
123. N. Franchi, M. Fumagalli, R. Lancini, and S. Tubaro, "A space domain approach for multiple description video coding," in Proc. IEEE Int. Conf. Image. Process., Sep. 2003, vol. 3, pp. 253-256.
124. N. Boulgouris, K. Zachariadis, A. Leontaris, and M. Strintzis, "Driftfree multiple description coding of video," in Proc. IEEE Int. Workshop Multimedia Signal Process., 2001, vol. 1, pp. 105-110.
125. M. Orchard and G. Sullivan, "Overlapped block motion compensation: An estimation-theoretic approach," IEEE Trans. Image. Proc, vol. 3, no. 5, pp. 693-699, 1994.
126. C-S. Kim and S.-U. Lee, "Multiple description coding of motion fields for robust video transmission," IEEE Trans. Circuits Syst. Video Technol., vol. 1.1, no. 9, pp. 999-1010, May 2001.
127. S. Wenger, G. Knorr, J. Ott, and F. Kossentini, "Error resilience support in H.263+," IEEE Trans. Circ. and. Syst., vol. 8, no. 7, pp. 867-877, 1998, for Video Tech.
128. Y. Wang and S. Lin, "Error-resilient coding using multiple description motion compensation," IEEE Trans. Circuits Syst. Video Technol., vol. 12, no. 6, pp. 438-452, 2002.
129. A. Norkin, A. Gotchev, K. Egiazarian, and J. Astola, "Low-complexity multiple description coding of video based on 3-D block transforms," EURASW J. Embedded Syst., 2007, to be published.
130. P. Jaromersky, X. Wu, Y. Chiang, and N. Memon, "Multiple description geometry compression for networked interactive 3-D graphics," in Proc. ICIG'2004, Dec. 2004, pp. 468-471.
131. M. O. Bici and G. Bozdagi Akar, "Multiple description scalar quantization based 3-D mesh coding," in Proc. IEEE Int. Conf Image Process., Atlanta, GA, Oct. 2006.
132. A. Khodakovsky, P. Schroder, and W. Sweldens, "Progressive geometry compression, Siggraph 2000," in Computer Graphics Proc. 2000, pp. 271-278.
133. A. Norkin, M. O. Bici, G. Bozdagi Akar, A. Gotchev, and J. Astola, "Wavelet-based multiple description coding of 3-D geometry," in VCIP 2007, San-Jose, U.S., Jan. 2007.
134. A. Norkin, M. O. Bici, G. Bozdagi Akar, A. Gotchev, and J. Astola, "Multiple description coding of 3-D geometry with forward error correction codes," in Proc. 3DTV Con 2007, Greece.
135. I. Dinstein, M. G. Kim, A. Henik, and J. Tzelgov, "Compression of stereo images using subsam.pl.ing and transform coding," Optical Engineering, vol. 30, no. 9, pp. 1359-1364, 1991.
136. B. Julesz, Foundations of Cyclopeon Perception. Chicago, IL: Univ. of Chicago Press, 1971.
137. A. Aksay, C. Bilen, E. Kurutepe, T. Ozcelebi, G. B. Akar, M. R. Civanlar, and A. M. Tekalp, "Temporal and spatial scaling for stereoscopic video compression," in EUSIPCO 2006, Florence, Italy, Sep. 2007.
138. A. Norkin, A. Aksay, C. Bilen, G. B. Akar, A. Gotchev, and J. Astola, "Schemes for multiple description coding of stereoscopic video," presented at the MRCS 2006, Istanbul, Turkey, Sep. 2007.
139. A. Boev, A. Gotchev, K. Egiazarian, A. Aksay, and G. Akar, "Towards compound stereo-video quality metric: A specific encoder-based framework," in Proc. Southwest Symp. Image Analysis and Interpretation (SSIAI 2006), pp. 218-222.
140. I. J. Cox, M. L. Miller, and J. A. Bloom, Digital Watermarking. New York: Academic, 2002.
141. O. Benedens, "Geometry-based watermarking of 3-D models," IEEE CGA, pp. 46-55, Jan. 1999.
142. R. Ohbuchi, H. Masuda, and M. Aono, "Watermarking three dimensional polygonal models through geometric and topological modifications," IEEE J. Sel Areas Commun., vol. 16, no. 4, pp. 551-560, 1998.
143. Z. Yu, H. S. Horace Ip, and L. F. Kwok, "A robust watermarking scheme for 3-D triangular mesh models," Pattern Recognit, vol. 36, no. 11, pp. 2603-2614, Nov. 2003.
144. S. Zafeiriou, A. Tefas, and I. Pitas, "Blind watermarking schemes for copyright protection of 3-D mesh objects," IEEE TVCG, vol. 11, no. 5, Sep./Oct. 2005.
145. A. G. Bors, "Watermarking mesh-based representations of 3-D objects using local moments," IEEE Trans. Image Process., vol. 15, no. 3, pp. 687-701, Mar. 2006.
146. E. Praun, H. Hoppe, and A. Finkelstein, "Robust mesh watermarking," in SIGGRAPH99, 1999, pp. 69-76.
147. R. Ohbuchi, S. Takahashi, T. Miyazawa, and A. Mukaiyama, "Watermarking 3-D polygonal meshes in the mesh spectral domain," in Proc. Graph Interface 2001, 2001, pp. 9-17.
148. S. Kanai, H. Date, and T. Kishinami, "Digital watermarking for 3-D polygons using multiresolution wavelet decomposition," in 6h IFIP WG 5.2 GEO-6, Tokyo, Japan, Dec. 1998, pp. 296-307.
149. K. Yin, Z. Pan, J. Shi, and D. Zhang, "Robust mesh watermarking based on multiresolution processing," Comput. Graph., vol. 25, pp. 409-420, 2001.
150. E. Garcia and J.-L. Dugelay, 'Texture-based watermarking of 3-D video objects," IEEE Trans. Circuits Syst. Video Technol., vol. 13, no. 8, pp. 853-866, Aug. 2003.
151. J. Bennour and J.-L. Dugelay, "Protection of 3-D object through silhoutte watermarking," in IEEE ICASSP, Toulouse, France, May 14-19, 2007.
152. A. Koz, C. Cigla, and A. Alatan, "Free view watermarking for free view television," in Proc. IEEE ICIP, Oct. 2007, pp. 1405-1408.
153. M. Levoy and P. Hanrahan, "Light field rendering," in Comput. Graphics (SIGGRAPH'96), New Orleans, LA, Aug. 1996, pp. 31-42.
154. "The Stanford3-DScanning Repository" Stanford Univ., Stanford, CA, 2007 [Online], Available: http://graphics.stanford.edu/data/ 3Dscanrep