Two-dimensional soft-input source decoding for robust transmission of compressed images

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Two-dimensional soft-input source decoding for robust transmission of compressed images

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The transmission of compressed images over highly corrupted channels is addressed. The implicit residual redundancy inherent in the quantised subband images and the bit-reliability information at the channel output are utilised for error protection. As a novelty a known estimation technique is extended to the two-dimensional case, where both horizontal and vertical correlations are exploited. Especially for very noisy channels the quality of the reconstructed image is greatly increased compared to one-dimensional approaches.

Inspec keywords: redundancy; AWGN channels; image coding; source coding; image reconstruction; visual communication; decoding

Other keywords: image transmission system; error protection; quantised subband images; image reconstruction; residual redundancy; bit reliability information; image compression; noisy channels; two dimensional soft input source decoding

Subjects: Information theory; Computer vision and image processing techniques; Information theory; Reliability theory; Codes; Other data transmission; Image and video coding

References

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