Please use this identifier to cite or link to this item:
https://dspace.upt.ro/xmlui/handle/123456789/1014| Title: | LDA versus PCA followed by a neural classifier for facial image recognition [articol] |
| Authors: | Mugioiu, Alexandru Cristian |
| Subjects: | Pattern recognition Facial recognition CSOM PCA LDA |
| Issue Date: | 2009 |
| Publisher: | Timişoara: Editura Politehnica |
| Citation: | Mugioiu, Alexandru Cristian. LDA versus PCA followed by a neural classifier for facial image recognition. Timişoara: Editura Politehnica, 2009 |
| Series/Report no.: | Seria electronică şi telecomunicaţii, Tom 54(68), fasc. 1 (2009); |
| Abstract: | We present a comparison of two feature selection methods for face recognition: Linear Discriminant Analysis (LDA) and Principal Component Analysis (PCA). We assume that the classifier is a neural system called Concurrent Self-Organizing Map (CSOM). The ORL Database of Faces is used for testing the above mentioned cascade. The experimental results are given. |
| URI: | http://primo.upt.ro:1701/primo-explore/search?query=any,contains,LDA%20versus%20PCA%20followed%20by%20a%20neural%20classifier%20for%20facial%20image%20recognition&tab=default_tab&search_scope=40TUT&vid=40TUT_V1&lang=ro_RO&offset=0 Link Primo |
| Appears in Collections: | Articole științifice/Scientific articles |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| BUPT_ART_Mugioiu_f.pdf | 344.59 kB | Adobe PDF | View/Open |
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