DocumentCode
3519894
Title
Formal Photograph Compression in JPEG2000 Coding
Author
Hou, Jun ; Chen, Wen ; Yang, Jing
Author_Institution
Sch. Of Opt. Electr. & Comput. Eng., Univ. Of Shanghai For Sci. & Technol., Shanghai, China
fYear
2010
fDate
28-29 Oct. 2010
Firstpage
491
Lastpage
494
Abstract
A formal facial image compression algorithm is proposed in this paper. Object segmentation techniques is used to locate the facial region firstly. An adapted version of the original Viola-Jones face detector is used to locate eyes and mouth. The position of chin is estimated and then checked according to the curve in the edge image. Secondly, the background is reassigned to decrease unvaluable information in final bitstream. Finally, the facial region is compressed using the region of interest coding technique in JPEG2000. The produced bitstream is totally compatible with the JPEG2000 standard one. As a result, the image compressed by the proposal algorithm could be delivered widely and browsed by many picture tools that support JPEG2000 format. Experiments demonstrate the efficiency of the method.
Keywords
data compression; edge detection; face recognition; image coding; image segmentation; JPEG2000 coding; Viola-Jones face detector; edge image; facial image compression; object segmentation; photograph compression; Face; Image coding; Image color analysis; Mouth; Proposals; Transform coding; JPEG2000 coding; facial image compression; object segmentation; region of interest coding;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligence Information Processing and Trusted Computing (IPTC), 2010 International Symposium on
Conference_Location
Huanggang
Print_ISBN
978-1-4244-8148-4
Electronic_ISBN
978-0-7695-4196-9
Type
conf
DOI
10.1109/IPTC.2010.114
Filename
5663457
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