Pose invariant face recognition
| Autor: | Fu Jie Huang, Hong-Jiang Zhang, Zhi-Hua Zhou, Tsuhan Chen |
|---|---|
| Rok vydání: | 2002 |
| Předmět: |
Neural gas
Artificial neural network Time delay neural network business.industry Computer science Feature extraction Pattern recognition Viewing angle Facial recognition system ComputingMethodologies_PATTERNRECOGNITION Eigenface Three-dimensional face recognition Computer vision Artificial intelligence business |
| Zdroj: | FG |
| DOI: | 10.1109/afgr.2000.840642 |
| Popis: | We describe a novel neural network architecture, which can recognize human faces with any view in a certain viewing angle range (from left 30 degrees to right 30 degrees out of plane rotation). View-specific eigenface analysis is used as the front-end of the system to extract features, and the neural network ensemble is used for recognition. Experimental results show that the recognition accuracy of our network ensemble is higher than conventional methods such as using a single neural network to recognize faces of a specific view. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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