DocumentCode
2140445
Title
Compressed domain JPEG2000 image indexing method employing full packet header information
Author
Zargari, Farzad ; Mosleh, Ali ; Ghanbari, Mohammad
Author_Institution
Multimedia Syst. Res. Group, Iran Telecom Res. Center, Tehran
fYear
2008
fDate
18-20 June 2008
Firstpage
410
Lastpage
416
Abstract
In this paper we propose a new indexing method for comparing image contents in the JPEG2000 compressed domain. Comparing image contents of the JPEG2000 coded images in the pixel domain requires image decompression, which imposes intensive computational processes of the inverse discrete wavelet transform and the arithmetic decoding. On the other hand, the first decoding stage of the JPEG2000 standard is packet header decoding, which is a simple process, but provides valuable information about the code blocks in the packet. In this paper we use packet header information for JPEG2000 image indexing. The proposed method exploits full packet header information including the number of non-zero bit-planes, the number of coding passes and the code block length for indexing the JPEG2000 compressed images. Experimental results show that the proposed method provides a better performance compared to other JPEG2000 compressed domain indexing techniques and even outperforms the pixel-based image indexing techniques such as the Gabor filter.
Keywords
data compression; database indexing; discrete wavelet transforms; image coding; Gabor filter; JPEG2000 standard; arithmetic decoding; compressed domain JPEG2000; full packet header information; image decompression; image indexing method; inverse discrete wavelet transform; pixel domain; Arithmetic; Code standards; Decoding; Discrete wavelet transforms; Gabor filters; Image coding; Indexing; Pixel; Transform coding; Wavelet domain;
fLanguage
English
Publisher
ieee
Conference_Titel
Content-Based Multimedia Indexing, 2008. CBMI 2008. International Workshop on
Conference_Location
London
Print_ISBN
978-1-4244-2043-8
Electronic_ISBN
978-1-4244-2044-5
Type
conf
DOI
10.1109/CBMI.2008.4564976
Filename
4564976
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