Regularisation of eigenfeatures by extrapolation of scatter-matrix in face-recognition problem
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| Title | Regularisation of eigenfeatures by extrapolation of scatter-matrix in face-recognition problem |
|---|---|
| Author | Sharma, Alok; Paliwal, Kuldip Kumar |
| Journal Name | Electronics Letters |
| Year Published | 2010 |
| Place of publication | United Kingdom |
| Publisher | The Institution of Engineering and Technology |
| Abstract | The proposed face recognition algorithm regularises the within-class scatter matrix by extrapolating its eigenvalues. This way both the range space and the null space information of the within-class scatter matrix is utilised. The results are promising when the algorithm is experimented on face recognition datasets and compared with several other methods. |
| Peer Reviewed | Yes |
| Published | Yes |
| Alternative URI | http://dx.doi.org/10.1049/el.2010.0755 |
| Volume | 46 |
| Issue Number | 10 |
| Page from | 682 |
| Page to | 683 |
| ISSN | 0013-5194 |
| Date Accessioned | 2010-12-02 |
| Date Available | 2011-03-22T07:04:34Z |
| Language | en_AU |
| Research Centre | Institute for Integrated and Intelligent Systems |
| Faculty | Faculty of Science, Environment, Engineering and Technology |
| Subject | PRE2009-Image Processing |
| URI | http://hdl.handle.net/10072/37487 |
| Publication Type | Journal Articles (Refereed Article) |
| Publication Type Code | c1 |
Please use this identifier to cite this record: http://hdl.handle.net/10072/37487
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