DocumentCode
1911800
Title
Grid Based Method for Computing DCT Coefficients in Arbitrary Rectangle Region
Author
Lin Xiao ; Xiao Guoqiang
Author_Institution
Comput. & Inf. Sci. Dept., Southwest Univ., Chongqing, China
fYear
2012
fDate
14-16 Dec. 2012
Firstpage
456
Lastpage
459
Abstract
At present, almost all digital images are transferred to the compressed format for storing and communication reason, in which the discrete cosine transform (DCT) based compression method remains an effective and important way for image compression because of the effort from JPEG. It is considerable to introduce image processing techniques such as feature extraction, pattern recognition and image indexing to the compressed image domain. In these image processing techniques, they all involve operations on arbitrary regions in images. So it is critical to find an effective way to calculate the DCT coefficients in arbitrary regions. To this end, we propose a grid based approach to find the most suitable relationship between DCT coefficients in 8*8 macro-blocks and arbitrary rectangle region. Experiment result reveals that the proposed method has a lower computational complexity than the butterfly algorithm (BA) when computing the DCT coefficients in arbitrary rectangle region.
Keywords
computational complexity; data compression; discrete cosine transforms; grid computing; image coding; DCT coefficients; JPEG; arbitrary rectangle region; butterfly algorithm; compressed format; compressed image domain; computational complexity; digital image; discrete cosine transform based compression; feature extraction; grid based method; image compression; image indexing; image processing; pattern recognition; 2D-DCT; arbitrary-recetangle; computation complexity; grid;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Science and Engineering (ISISE), 2012 International Symposium on
Conference_Location
Shanghai
ISSN
2160-1283
Print_ISBN
978-1-4673-5680-0
Type
conf
DOI
10.1109/ISISE.2012.109
Filename
6495386
Link To Document