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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Nan Liu Han Wang |
| Copyright Year | 2007 |
| Description | Author affiliation: Nanyang Technol. Univ., Singapore (Nan Liu; Han Wang) |
| Abstract | Trace transform is an alternative representation of original image, and various transforms can be obtained by implementing different Trace functionals. Taking the advantages of diversified functionals, ensemble Trace transforms based face recognition system is proposed in which majority voting plays the role of decision making. In addition, weighted majority voting and genetic algorithms are combined to achieve better generalization performance. Experiments on combo face database consisting of ORL, Yale, UMIST data sets reveal the power of proposed framework in pattern analysis. |
| Starting Page | 2860 |
| Ending Page | 2864 |
| File Size | 178770 |
| Page Count | 5 |
| File Format | |
| ISBN | 9781424409907 |
| DOI | 10.1109/ICSMC.2007.4413907 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2007-10-07 |
| Publisher Place | Canada |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Voting Face recognition Decision making Data mining Feature extraction Image databases Image converters Principal component analysis Linear discriminant analysis Facial features |
| Content Type | Text |
| Resource Type | Article |
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