Face detection by aggregated Bayesian network classifiers
| Authors |
|
| Publication date |
2002
|
| Journal |
Pattern Recognition Letters
|
| Volume | Issue number |
23 | 4
|
| Pages (from-to) |
451-461
|
| Number of pages |
11
|
| Organisations |
-
Faculty of Science (FNWI) - Informatics Institute (IVI)
|
| Abstract |
A face detection system is presented. A new classification method using forest-structured Bayesian networks is used. The method is used in an aggregated classifier to discriminate face from non-face patterns. The process of generating non-face patterns is integrated with the construction of the aggregated classifier. The face detection system performs well in comparison with other well-known methods.
|
| Document type |
Article
|
| Language |
English
|
| Published at |
https://doi.org/10.1016/S0167-8655(01)00177-5
|
|
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