Modular Neural Networks and Fuzzy Sugeno Integral for Pattern Recognition: The Case of Human Face and Fingerprint
作者： Patricia Melin , Claudia Gonzalez , Diana Bravo , Felma Gonzalez , Gabriela Martinez
DOI: 10.1007/978-3-540-37421-3_20
关键词: Artificial neural network 、 Sugeno integral 、 Fingerprint (computing) 、 Fuzzy logic 、 Face (geometry) 、 Pattern recognition (psychology) 、 Computer science 、 Modular design 、 Facial recognition system 、 Pattern recognition 、 Artificial intelligence
摘要: We describe in this paper a new approach for pattern recogni- tion using modular neural networks with fuzzy logic method response integration. proposed architecture achieving recognition the particular case of human faces and fingerprints. Also, integration is based on Sugeno integral some modifications. Response integra- required to combine outputs all modules network. have applied fingerprint face rec- ognition real database from students our institution.
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