Face recognition by statistical regularization and dimensionality reduction
This report presents the concepts of both Principal Component Analysis and Eigenfeature Regularization and Extraction in a face recognition system. Details of the theory and experiments done on the FERET database using these approaches would be manifested in the report. This report also shows the pl...
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sg-ntu-dr.10356-530012023-07-07T17:09:33Z Face recognition by statistical regularization and dimensionality reduction Ong, Alan Kuan Hai. Jiang Xudong School of Electrical and Electronic Engineering DRNTU::Engineering This report presents the concepts of both Principal Component Analysis and Eigenfeature Regularization and Extraction in a face recognition system. Details of the theory and experiments done on the FERET database using these approaches would be manifested in the report. This report also shows the platform used to carry out the experiments in order to compare the results with the theoretical ones. Bachelor of Engineering 2013-05-29T07:14:51Z 2013-05-29T07:14:51Z 2013 2013 Final Year Project (FYP) http://hdl.handle.net/10356/53001 en Nanyang Technological University 42 p. application/pdf |
| institution |
Nanyang Technological University |
| building |
NTU Library |
| continent |
Asia |
| country |
Singapore Singapore |
| content_provider |
NTU Library |
| collection |
DR-NTU |
| language |
English |
| topic |
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DRNTU::Engineering Ong, Alan Kuan Hai. Face recognition by statistical regularization and dimensionality reduction |
| description |
This report presents the concepts of both Principal Component Analysis and Eigenfeature Regularization and Extraction in a face recognition system. Details of the theory and experiments done on the FERET database using these approaches would be manifested in the report. This report also shows the platform used to carry out the experiments in order to compare the results with the theoretical ones. |
| author2 |
Jiang Xudong |
| author_facet |
Jiang Xudong Ong, Alan Kuan Hai. |
| format |
Final Year Project |
| author |
Ong, Alan Kuan Hai. |
| author_sort |
Ong, Alan Kuan Hai. |
| title |
Face recognition by statistical regularization and dimensionality reduction |
| title_short |
Face recognition by statistical regularization and dimensionality reduction |
| title_full |
Face recognition by statistical regularization and dimensionality reduction |
| title_fullStr |
Face recognition by statistical regularization and dimensionality reduction |
| title_full_unstemmed |
Face recognition by statistical regularization and dimensionality reduction |
| title_sort |
face recognition by statistical regularization and dimensionality reduction |
| publishDate |
2013 |
| url |
http://hdl.handle.net/10356/53001 |
| _version_ |
1772825460716077056 |