Adaptive Wiener-turbo systems with JPEG & bit plane compressions in image transmission

In recent years, for transmission of 2D colored images over the fading channels, a new scheme has been denoted as ``adaptive Wiener-turbo systems with JPEG & bit plane compressions'' (AW-TSwJBC). In this paper, the performance of AW-TSwJBC is introduced over Rician and Rayleigh fading channels. We benefited from the neighborhood relation of pixels for each color plane by using a new iterative block, the ``adaptive Wiener-turbo'' scheme, which employs a turbo decoder, JPEG encoder/decoders, and adaptive Wiener filtering. In our approach, we could also alter compression ratios due to the importance of the image to be transferred. Based on the simulation results obtained in this study, AW-TSwJBC can recover high quality JPEG and bit plane compression images from the corresponding corrupted JPEG images at high SNR values for Rician (K = 10 dB) and Rayleigh channels. This shows the feasibility of the AW-TSwJBC approach.

Adaptive Wiener-turbo systems with JPEG & bit plane compressions in image transmission

In recent years, for transmission of 2D colored images over the fading channels, a new scheme has been denoted as ``adaptive Wiener-turbo systems with JPEG & bit plane compressions'' (AW-TSwJBC). In this paper, the performance of AW-TSwJBC is introduced over Rician and Rayleigh fading channels. We benefited from the neighborhood relation of pixels for each color plane by using a new iterative block, the ``adaptive Wiener-turbo'' scheme, which employs a turbo decoder, JPEG encoder/decoders, and adaptive Wiener filtering. In our approach, we could also alter compression ratios due to the importance of the image to be transferred. Based on the simulation results obtained in this study, AW-TSwJBC can recover high quality JPEG and bit plane compression images from the corresponding corrupted JPEG images at high SNR values for Rician (K = 10 dB) and Rayleigh channels. This shows the feasibility of the AW-TSwJBC approach.

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Y.H. Han, J.J. Leou, “Detection and Correction of Transmission Errors in JPEG Images”, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 8, pp. 221-231, 1998.

ISOIIEC, “Digital compression and coding of continuous tone still images: requirements and guidelines”, Interna- tional Standard Organization, 1994.

G. Lakhani, “DCT coefficient prediction for JPEG image coding image processing”, ICIP, IEEE International Conference on Image Processing, San Antonio, Texas, pp. 189-192, 2007.

G.K. Wallace, “The JPEG still picture compression standard”, IEEE Transactions on Consumer Electronics, Vol. 38, pp. 18-34, 1992.

Z. Wang, A.C. Bovik, “Bitplane-by-bitplane shift (BbBShift) – a suggestion for JPEG 2000 region of interest coding”, IEEE Signal Processing Letters, Vol. 9, pp. 160-162, 2002.

K.R. Namuduri, N. Ranganathan, H. Rashedi, “SVBS: A high-resolution medical image compression algorithm using slicing with variable block size segmentation”, Proceedings of the 13th International Conference on Pattern Recognition, Vienna, Austria, pp. 919-923, 1996.

C. Berrou, A. Glavieux, “Near optimum error correcting coding and decoding: turbo codes”, IEEE Trans. Commun., Vol. 44, pp. 1261-1271, 1996.

H. Dogan, H.A. Cirpan, E. Panayirci, “Iterative channel estimation and decoding of turbo coded SFBC-OFDM systems”, IEEE Transactions on Wireless Communications, Vol. 6, pp. 3090-3101, 2007.

L. Hanzo, J.P. Woodard, P. Robertson, “Turbo decoding and detection for wireless applications”, Proceedings of IEEE, Vol. 95, pp. 1178-1200, 2007.

R.K. Deergha, “A robust and secure scheme for image communication over wireless channels”, Emerging Technolo- gies: Circuits and Systems for 4G Mobile Wireless Communications, St. Petersburg, Russia, pp. 88-91, 2005.

O.N. Ucan, K. Buyukatak, E. Gose, O. Osman, N. Odabasioglu, “Performance of multilevel-turbo codes with blind/non-blind equalization over WSSUS multipath channels”, International Journal of Communication Systems, Vol. 19, pp. 281-297, 2005.

N. Thomos, N.V. Boulgouris, M.G. Strintzis, “Wireless image transmission using turbo codes and optimal unequal error protection”, IEEE Transactions on Image Processing, Vol. 14, pp. 1890-1901, 2005.

J. Yang, M.H. Lee, M. Jiang, J.Y. Park, “Robust wireless image transmission based on turbo-coded OFDM”, IEEE Transactions on Consumer Electronics, Vol. 48, pp. 724-731, 2002.

K. Buyukatak, O.N. Ucan, E. Gose, O. Osman, S. Kent, “Adaptive Wiener-turbo system and adaptive Wiener- turbo systems with JPEG & bit plane compressions”, Istanbul University - Journal of Electrical & Electronics Engineering (IU-JEEE), Vol. 7, pp. 257-276, 2007.

A.D. Hillery and R.T. Chin, “Iterative Wiener Şlters for image restoration”, IEEE Trans. Signal Processing, Vol. 39, pp. 1892-1899, 1991.

J. Chen, J. Benesty, Y. Huang, S. Doclo, “New insights into the noise reduction Wiener Şlter”, IEEE Transactions on Audio, Speech and Language Processing, Vol. 14, pp. 1218-1234, 2006.

M.C. Valenti, “Iterative detection and decoding for wireless communications”, A Proposal for Current and Future Work toward Doctor of Philosophy Degree, 1998.

J. Hageneauer, “Iterative decoding of binary block and convolutional codes”, IEEE Trans. Inform. Theory, Vol. 42, pp. 429-445, 1996.

W.J. Gross, P.G. Gulak, “SimpliŞed MAP algorithm suitable for implementation of turbo decoders”, Electronic Letters, Vol. 34, pp. 1577-1578, 1998.

J.P. Woodard, L. Hanzo, “Comparative study of turbo decoding techniques: an overview”, IEEE Transactions on Vehicular Technology, Vol. 49, pp. 2208-2233, 2000.

W. Xiang, S.A. Barbulescu, S.S. Pietrobon, “Unequal error protection applied to JPEG image transmission using turbo codes”, ITW2001, Cairns, Australia, pp. 64-66, 2001.

B.A. Banister, B. Belzer, T.R. Fischer, “Robust image transmission using JPEG2000 and turbo-codes”, IEEE Signal Processing Letters, Vol. 9, pp. 117-119, 2002.

X. Fei, T. Ko, “Turbo-codes used for compressed image transmission over Rayleigh fading channel”, Proc. IEEE GLOBECOMM, Phoenix, Arizona, pp. 629-633, 1997.

N. Abdulaziz, A. Glass, K.K. Pang, “Embedding data in images using turbo coding”, 6th Int. Symposium on DSP for Communication Systems, Sydney, Australia, pp. 28-31, 2002.