標題: | Compressed Domain ECG Biometric Identification using JPEG2000 |
作者: | Wu, Yi-Ting Wu, Hung-Tsai Chang, Wen-Whei 電信工程研究所 Institute of Communications Engineering |
關鍵字: | ECG Biometric;Person Identification;JPEG2000 |
公開日期: | 1-一月-2015 |
摘要: | In wireless telecardiology applications, electrocardiogram (ECG) signals are often represented in compressed format for efficient transmission and storage purposes. Incorporation of compressed ECG based biometric enables faster person identification as it by-passes the full decompression. This study presents a new method to combine ECG biometrics with data compression within a common JPEG2000 framework. To this end, ECG signal is considered as an image and the JPEG2000 standard is applied for data compression. Features relating to ECG morphology and heartbeat intervals are computed directly from the compressed ECG. Different classification approaches are used for person identification. Experiments on standard ECG databases demonstrate the validity of the proposed system for biometric identification with high accuracies on both healthy and diseased subjects. |
URI: | http://hdl.handle.net/11536/150922 |
期刊: | 2015 12TH INTERNATIONAL JOINT CONFERENCE ON E-BUSINESS AND TELECOMMUNICATIONS (ICETE), VOL 5 |
起始頁: | 5 |
結束頁: | 13 |
顯示於類別: | 會議論文 |