DocumentCode
916901
Title
Adaptive channel error protection of subband encoded images
Author
Westerink, P.H. ; Weber, J.H. ; Boekee, D.E. ; Limpers, J.W.
Author_Institution
Matsushita Appl. Res. Lab., Burlington, NJ, USA
Volume
41
Issue
3
fYear
1993
fDate
3/1/1993 12:00:00 AM
Firstpage
454
Lastpage
459
Abstract
Protection of images that are encoded using subband coding from channel error is addressed. In this scheme the low-pass subband is encoded using DPCM (differential pulse-code modulation), and the other subbands are encoded using a scalar quantizer. The quantizers are all Lloyd-Max quantizers, from which the representation levels have fixed length codewords. First, considering only single errors in each codeword, a channel error distortion measure is derived for each quantizer, that is, for each subband. Codewords are assigned to the quantizer representation levels, yielding a low value of the distortion measure. Next, sets S ij consisting of the j th bit from subband i are formed. Each set S ij is assigned a particular BCH code C ij. An algorithm that optimally assigns BCH codes C ij to each set S ij, based on a channel error distortion measure for the entire image, is derived. The protection scheme is adaptive, because each set of bits within each subband can be assigned a different error protection code. Examples show that this approach is preferable to assigning equal error protection codes to each set of bits. It is shown that in the case of a channel error probability of 10 -3, only 5% to 10% extra bits are needed for adequate channel error protection
Keywords
BCH codes; coding errors; error correction codes; error statistics; image coding; pulse-code modulation; BCH code; DPCM; Lloyd-Max quantizers; adaptive channel error protection; channel error distortion measure; codeword; differential pulse-code modulation; error probability; error protection code; image coding; representation levels; scalar quantizer; subband coding; Channel coding; Decoding; Discrete cosine transforms; Distortion measurement; Error probability; Image coding; Image communication; Memoryless systems; Phase change materials; Protection;
fLanguage
English
Journal_Title
Communications, IEEE Transactions on
Publisher
ieee
ISSN
0090-6778
Type
jour
DOI
10.1109/26.221073
Filename
221073
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