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 :
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