Title | ||
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Structural sparse representation with class-specific dictionary for ECG biometric recognition |
Abstract | ||
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•We propose a structural sparse representation algorithm with class-specific dictionary for ECG biometric recognition.•A mixed regularization is employed to heartbeats which belong to same subject for obtaining a robust and stable feature.•A graph regularization is used to minimize the difference between heartbeats of intra-class.•We also learn a sub-dictionary for each class making the feature more discriminative. |
Year | DOI | Venue |
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2020 | 10.1016/j.patrec.2020.04.022 | Pattern Recognition Letters |
Keywords | DocType | Volume |
ECG biometric recognition,Structural sparse representation,Graph regularization,Class-specific dictionary | Journal | 135 |
ISSN | Citations | PageRank |
0167-8655 | 1 | 0.35 |
References | Authors | |
0 | 6 |
Name | Order | Citations | PageRank |
---|---|---|---|
Jingxiao Xu | 1 | 1 | 0.35 |
Gongping Yang | 2 | 414 | 42.17 |
Kuikui Wang | 3 | 11 | 6.92 |
Yuwen Huang | 4 | 5 | 5.83 |
H Liu | 5 | 43 | 9.34 |
Yilong Yin | 6 | 966 | 135.80 |