DocumentCode
1054441
Title
Data hiding approach for efficient image indexing
Author
Jiang, J. ; Armstrong, A.
Author_Institution
Dept. of Electron. Imaging & Media Commun., Bradford Univ., UK
Volume
38
Issue
23
fYear
2002
fDate
11/7/2002 12:00:00 AM
Firstpage
1424
Lastpage
1425
Abstract
A data hiding approach to embed the indexing keys inside the JPEG compressed images for their retrieval, inspired from the spirit of digital watermarking, is proposed. At the stage of database population, the existing approach is to compress all images by standard JPEG in order to save their storage space, but this ignores the compression of their indexing keys under the notion that the size of each indexing key is negligible. When a large image database is established, however, this part of storage space becomes non-trivial. By hiding the indexing keys inside the JPEG compressed codes, significant advantages are gained in that the indexing keys can be compressed naturally by JPEG without any additional cost. Experiments on hiding an indexing key of 256 bytes illustrate that: no noticeable distortion is introduced in comparison with non-watermarked images; and their storage space is reduced into the region of 7-27% of their original size.
Keywords
code standards; content-based retrieval; data compression; data encapsulation; database indexing; discrete cosine transforms; image coding; security of data; telecommunication standards; transform coding; visual databases; DCT coefficients; JPEG compressed codes; JPEG compressed images; content-based image indexing; content-based image retrieval; data hiding; database population; digital watermarking; image database; indexing key hiding; nonwatermarked images; reconstructed image quality; storage space;
fLanguage
English
Journal_Title
Electronics Letters
Publisher
iet
ISSN
0013-5194
Type
jour
DOI
10.1049/el:20020946
Filename
1068017
Link To Document