DocumentCode
862154
Title
Compression of electrocardiogram signals using JPEG2000
Author
Bilgin, A. ; Marcellin, M.W. ; Altbach, M.I.
Author_Institution
Dept. of Electr. & Comput. Eng., Arizona Univ., Tucson, AZ, USA
Volume
49
Issue
4
fYear
2003
Firstpage
833
Lastpage
840
Abstract
JPEG2000 is the latest international standard for compression of still images. Although the JPEG2000 codec is designed to compress images, we illustrate that it can also be used to compress other signals. As an example, we illustrate how the JPEG2000 codec can be used to compress electrocardiogram (ECG) data. Experiments using the MIT-BIH arrhythmia database illustrate that the proposed approach outperforms many existing ECG compression schemes. The proposed scheme allows the use of existing hardware and software JPEG2000 codecs for ECG compression, and can be especially useful in eliminating the need for specialized hardware development. The desirable characteristics of the JPEG2000 codec, such as precise rate control and progressive quality, are retained in the presented scheme. The goal of this paper is to demonstrate the ECG application as an example. This example can be extended to other signals that exist within the consumer electronics realm.
Keywords
data compression; electrocardiography; image coding; medical image processing; ECG compression; JPEG2000 codec; MIT-BIH arrhythmia database; electrocardiogram signals compression; rate control; still images compression; Application software; Codecs; Data compression; Electrocardiography; Hardware; Image coding; Propagation losses; Signal design; Transform coding;
fLanguage
English
Journal_Title
Consumer Electronics, IEEE Transactions on
Publisher
ieee
ISSN
0098-3063
Type
jour
DOI
10.1109/TCE.2003.1261162
Filename
1261162
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