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StHaSa01c

V. Stankovic, R. Hamzaoui, D. Saupe. Rate-distortion unequal error protection for fractal image codes. In Proc. IEEE International Conference on Image Processing (ICIP'2001), Volume, Pages 98-101, Thessaloniki, Greece, 2001.

Abstract

Fractal image codes are very sensitive to bit errors because the decoding of a block is dependent not only on the code information associated to this block but also on the code information associated to other blocks. We analyze the sensitivity of a fractal code to transmission errors in a binary symmetric channel. We provide two rate-distortion unequal error protection techniques that allocate the code bits to protection classes in a nearly optimal way. We give an implementation for BCH and RCPC channel codes and show that RCPC codes are preferable. For a binary symmetric channel bit error probability of 0.1 and a total code rate of 0.5 bpp, the loss in reconstruction quality with our best implementation was about 3.9 dB for the 512 x 512 Lenna image, yielding a PSNR of 26.6 dB

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BibTex Reference

@InProceedings{StHaSa01c,
   Author = {Stankovic, V. and Hamzaoui, R. and Saupe, D.},
   Title = {Rate-distortion unequal error protection for fractal image codes},
   BookTitle = {Proc. IEEE International Conference on Image Processing (ICIP'2001)},
   Volume = {},
   Pages = {98--101},
   Address = {Thessaloniki, Greece},
   Month = {},
   Year = {2001}
}


Last update: 01.04.2004 by Ivan Kopilovic