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Error Concealment Based on Multiple Representation for Wireless Transmission of JPEG2000 Image  

Ou, Yang (Department of Information Security, Pukyong National University)
Lee, Won-Young (Department of Information Security, Pukyong National University)
Yang, Tae-Uk (The Attached Institute of ETRI)
Chee, Sung-Taek (The Attached Institute of ETRI)
Rhee, Kyung-Hyune (Division of Electonic, Computer and Telecommunication Engineering, Pukyong National University)
Abstract
The transmission of multimedia information over error-prone channels such as wireless networks has become an important area of research. In this paper, we propose two Error Concealment(EC) schemes for wireless transmission of JPEG2000 image. The Multiple Representation(MR) is employed as the preprocessing in our schemes, whereas the main error concealing operation is applied in wavelet domain at receiver side. The compressed code-stream of several subsampled versions of original image is transmitted over a single channel with random bit errors. In the decoder side, the correctly reconstructed wavelet coefficients are utilized to recover the corrupted coefficients in other sub-images. The recovery is carried out by proposed basic(MREC-BS) or enhanced(MREC-ES) methods, both of which can be simply implemented. Moreover, there is no iterative processing during error concealing, which results a big time saving. Also, the simulation results confirm the effectiveness and efficiency of our proposed schemes.
Keywords
Error Concealment; Multiple Image Representation; Horizontal/vertical Correlation; Random Bit Error;
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1 K. Munadi, M. Fujiyoshi, K. Nishikawa, "Codeblock-Based Error Concealment for JPEG2000 Coded Image Transmission over RTP', IEICE Trans. Fundamentals, vol. E90-A, no.2, Feb. 2007
2 Y. Wang, M. T. Orchard, V. Vaishampayan, and A. R. Reibman, 'Multiple Description Coding using Pairwise Correlating Transform", IEEE Trans. Image Processing, vol.10, no.3, pp.351-366, Mar. 2001   DOI   ScienceOn
3 W. C. Chu, "DCT-based Image Watermarking using Subsampling", IEEE Trans. Multimedia, vol.5, no.1, pp.34-38, Mar.2003   DOI   ScienceOn
4 P. Chung, C. Wu, Y.Huang, "A JPEG2000 Error Resilience Method using Uneven Block-sized Information included Markers", IEEE Transactions on circuits and systems for video technology, vol.15, no.3, Mar.2005
5 OpenJPEG, http://www.openjpeg.org/
6 Y. Sriraja, S. Krishnamurthy, and T. Karp, "Multiple Description Wavelet Image Coding for Reliable Delivery and QoS Maintenance", Proc. Multimedia Services Access Networks (MSAN2005), pp.54-58, Jun. 2005
7 C. Christopoulos, A. Slodras, T.Ebrahimi, "The JPEG2000 Still Image Coding System: An Overview", IEEE Trans. Consum. Electron., vol.46, no.4, PP.1103-1127, Nov. 2000   DOI   ScienceOn
8 "JPEG2000 image coding system ? Part 11: Wireless JPEG2000 ? Final Draft International Standard", ISO/IEC JTC1/SC29/WG1, WG1N3819, Nov. 2005
9 A. Natu and D. Taubman, "Unequal Protection of JPEG2000 Codestream in Wireless Channels", IEEE Proceeding, Globecom'02, Nov. 2002
10 M. Grangetto, E. Magli, G. Olmo, "Error Sensitivity Data Structures and Retransmission Strategies for Robust JPEG2000 Wirelss Imaging", IEEE Transaction on Consumer Electronics, vol.49, no.4, pp.872-882, Nov. 2003   DOI   ScienceOn
11 I. Moccagatta, S. Soudagar, J. Liang, H. Chen, "Error-Resilience Coding in JPEG2000 and MPEG-4", IEEE Trans. on Selected Areas in Communications, vol.18, no.6, Jun. 2000
12 D. Nicholson, C. Lamy-Begot, X. Naturel and C. Poulliat, "JPEG2000 Backward Compatible Error Protection with Reed-Solomon Codes", IEEE Transaction on Consumer Electronics, vol.49, no.4, pp.855-860, Nov. 2003   DOI   ScienceOn
13 L. Kang, J. Leou, "Two Error Resilient Coding Schemes for Wavelet-based Image Transmission based on Data Embedding and Genetic Algorithms", Journal of Visual Communication & image representation, pp. 1127-1144, Nov. 2006