Volume 7 Number 5 (May. 2012)
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JSW 2012 Vol.7(5): 1052-1058 ISSN: 1796-217X
doi: 10.4304/jsw.7.5.1052-1058

Document Set Redundancy Compression Method Using Template Differential

Ping Yu and You Yang
School of Computer and Information Science, Chongqing Normal University, Chongqing, China

Abstract—Document image information systems are used more and more in government. Much redundant information in the document existed in such systems. That implies the research on the compression method based on the page-page statistical features is quite significant. Set Redundancy Compression (SRC) is such a technique that reduces the total entropy of the whole image set by utilizing the image page’s similarity. Compression-based Template Differential (CTD) is an improved SRC. The similar image set is constructed by the document template. The coding performance is improved by adding the template image into the Min-Max Differential (MMD) coding/decoding model. It proves theoretically that CTD’s coding performance is higher than MMD’s. It is demonstrated by experiments that both the CTD and MMD are benefit to increase the compression ratio of image set, however CTD increases more than MMD.

Index Terms—document image; set redundancy; image compression; template differential


Cite: Ping Yu and You Yang, "Document Set Redundancy Compression Method Using Template Differential," Journal of Software vol. 7, no. 5, pp. 1052-1058, 2012.

General Information

ISSN: 1796-217X (Online)
Frequency: Monthly (2006-2019); Bimonthly (Since 2020)
Editor-in-Chief: Prof. Antanas Verikas
Executive Editor: Ms. Yoyo Y. Zhou
Abstracting/ Indexing: DBLP, EBSCO, Google Scholar, ProQuest, INSPEC, ULRICH's Periodicals Directory, WorldCat, etc
E-mail: jsw@iap.org
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