DocumentCode
1176609
Title
Modified JPEG Huffman coding
Author
Lakhani, Gopal
Author_Institution
Texas Tech Univ., Lubbock, TX, USA
Volume
12
Issue
2
fYear
2003
fDate
2/1/2003 12:00:00 AM
Firstpage
159
Lastpage
169
Abstract
It is a well observed characteristic that when a DCT block is traversed in the zigzag order, the AC coefficients generally decrease in size and the run-length of zero coefficients increase in number. This article presents a minor modification to the Huffman coding of the JPEG baseline compression algorithm to exploit this redundancy. For this purpose, DCT blocks are divided into bands so that each band can be coded using a separate code table. Three implementations are presented, which all move the end-of-block marker up in the middle of DCT block and use it to indicate the band boundaries. Experimental results are presented to compare reduction in the code size obtained by our methods with the JPEG sequential-mode Huffman coding and arithmetic coding methods. The average code reduction to the total image code size of one of our methods is 4%. Our methods can also be used for progressive image transmission and hence, experimental results are also given to compare them with two-, three-, and four-band implementations of the JPEG spectral selection method.
Keywords
Huffman codes; adaptive codes; arithmetic codes; code standards; data compression; discrete cosine transforms; image coding; sequential codes; telecommunication standards; transform coding; visual communication; AC coefficients; DCT block; JPEG baseline compression algorithm; JPEG sequential-mode Huffman coding; JPEG spectral selection method; adaptive Huffman coding; arithmetic coding; average code reduction; band boundaries; code size reduction; code table; end-of-block marker; image code size; modified JPEG Huffman coding; progressive image transmission; redundancy; run-length; zero coefficients; Arithmetic; Codecs; Compression algorithms; Discrete cosine transforms; Entropy coding; Huffman coding; Image coding; Image communication; Quantization; Transform coding;
fLanguage
English
Journal_Title
Image Processing, IEEE Transactions on
Publisher
ieee
ISSN
1057-7149
Type
jour
DOI
10.1109/TIP.2003.809001
Filename
1192978
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