Real time face detection and recognition

2012 ◽  
Author(s):  
Evangelos Sariyanidi ◽  
Volkan Dagli ◽  
Salih Cihan Tek ◽  
Birkan Tunc ◽  
Muhittin Gokmen
Keyword(s):  
Real Time ◽  
Face Detection ◽  
Face Detection And Recognition ◽  
Detection And Recognition

Neural Networks and 3D Edge Genetic Template Matching for Real-Time Face Detection and Recognition

2011 ◽  
pp. 164-177
Author(s):  
Stephen Karungaru ◽  
Minoru Fukumi ◽  
Norio Akamatsu
Keyword(s):  
Neural Network ◽  
Neural Networks ◽  
Genetic Algorithms ◽  
Real Time ◽  
Face Detection ◽  
Template Matching ◽  
Neural Network Learning ◽  
Face Detection And Recognition ◽  
The One ◽  
Detection And Recognition

This chapter describes a novel system that can track and recognize faces in real time using neural networks and genetic algorithms. The main feature of this system is a 3D facemask that combined with a neural network based face detector and adaptive template matching using genetic algorithms, is capable of detecting and recognizing faces in real time. Neural network learning and template matching enable size and pose invariant face detection and recognition while the genetic algorithm optimizes the searching algorithms enabling real time usage of the system. It is hoped that this chapter will show how and why neural networks and genetic algorithms are well suited to solve complex pattern recognition problems like the one presented in this chapter.

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