DocumentCode
2743126
Title
A foreground-background separation algorithm for image compression
Author
Simard, Patrice Y. ; Malvar, Henrique S. ; Rinker, James ; Renshaw, Erin
Author_Institution
Microsoft Res., Redmond, WA, USA
fYear
2004
fDate
23-25 March 2004
Firstpage
498
Lastpage
507
Abstract
Many bitmap documents are composed by the superposition of layers with pictures and text. These documents do not compress well using image compression algorithms such as JPEG-2000, because text introduces sharp edges on top of the smooth surfaces typically found in natural images. Similarly, compression algorithms for text facsimiles, such as JBIG2, are not suited for color or gray level images. In this paper the SLIm system for separating text and line drawing from background images, in order to compress both more effectively is proposed. This approach differ from previous ones such as DjVu, Tiff-FX, and MRC, by being extremely simple and fast, while yielding close to state-of-the-art compression performance. Results show that the SLIm compression performance is attractive for many applications.
Keywords
data compression; document image processing; image coding; SLIm system; bitmap document; image compression algorithm; natural image; text facsimile; Books; Codecs; Color; Compression algorithms; Decoding; Facsimile; Image coding; Image segmentation; Pixel; Transform coding;
fLanguage
English
Publisher
ieee
Conference_Titel
Data Compression Conference, 2004. Proceedings. DCC 2004
ISSN
1068-0314
Print_ISBN
0-7695-2082-0
Type
conf
DOI
10.1109/DCC.2004.1281495
Filename
1281495
Link To Document