Abstract
A new error-resilient JPEG2000 wireless transmission scheme is proposed. The proposed scheme exploits the ‘progressive by quality’ structure of the JPEG2000 code-stream and takes into account the effect of channel errors at different quality layers in order to protect the coded bit-stream according to channel conditions using multi-rate low-density parity-check (LDPC) codes, leading to a flexible joint source-channel coding design. The novelty of this adaptive technique lies in its ability to truncate the less important source layers to accommodate optimal channel protection to more important ones to maximize received image quality. Results show that the proposed scheme facilitates considerable gains in terms of subjective and objective quality as well as decoding probability of the retrieved images.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
JPEG, image coding system. ISO/IEC 15444-1/IUT-T T.800
Sanchez, V., Mandal, M.: Efficient Channel Protection for JPEG2000 Bitstream. IEEE Trans. Circuits Syst. Video Technology 14, 554–558 (2004)
Banister, B., Belzer, B., Fischer, T.: Robust Image Transmission using JPEG2000 and Turbo-codes. IEEE Signal Processing Lett. 9, 117–119 (2002)
Taubman, D.S., Marcellin, M.W.: JPEG2000 Image Compression Fundamentals, Standards and Practice. Kluwer Academic Publishers, Dordrecht (2002)
Mackay, D., Neal, J.C.: R. M.: Near Shannon Limit Performance of Low Density Parity Check Codes. Electron. Lett. 32, 1645–1646 (1996)
Boulgouris, N.V., Thomos, N., Stringtzis, M.G.: Transmission of Images Over Noisy Channels Using Error-Resilient Wavelet Coding and Forward Error Correction. IEEE Trans. on Circuits and Systems for Video Technology. 13, 1170–1181 (2003)
Shoham, Y., Gersho, A.: Efficient Bit Allocation for An Arbitrary Set of Quantizers. IEEE Trans. Accoustics, Speech and Signal Proc. 6, 1445–1453 (1988)
Taubman, D.: High Performance Scalable Image Compression with EBCOT. IEEE Trans. Commun. 9, 1158–1170 (2000)
Ping, L., Leung, W.: Low Density Parity Check Codes with Semi-Random Parity Check Matrix. Electron. Lett. 35, 38–39 (1999)
Thie, J., Taubman, D.: Optimal Erasure Protection Assignment for Scalable Compressed Data with Small Packets and Short Channel Codewords. EURASIP Journal on Applied Signal Processing 2, 207–219 (2004)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2006 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Muhit, A.A., Chuah, T.C. (2006). Robust Quality-Scalable Transmission of JPEG2000 Images over Wireless Channels Using LDPC Codes. In: Bebis, G., et al. Advances in Visual Computing. ISVC 2006. Lecture Notes in Computer Science, vol 4291. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11919476_4
Download citation
DOI: https://doi.org/10.1007/11919476_4
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-48628-2
Online ISBN: 978-3-540-48631-2
eBook Packages: Computer ScienceComputer Science (R0)