Title :
Evaluating the Application of Simple Weightless Networks to Complex Patterns
Author :
McElroy, B. ; Howells, G.
Author_Institution :
Sch. of Eng. & Digital Arts, Univ. of Kent, Canterbury, UK
Abstract :
This paper investigates how the application of simple weightless networks can be applied to complex patterns, in this case facial recognition. In this, the Generalised Convergent Network will be trained to recognise several classes (or people) and evaluated to see if it can be used to accurately identify various patterns that potentially belong to a class. The amount of processing time will be taken into account as the increasing complexity of the task and the network itself increase.
Keywords :
face recognition; neural nets; complex patterns; facial recognition; generalised convergent network; pattern identification; simple weightless networks; Artificial neural networks; Compounds; Face; Face recognition; Neurons; Training; facial recognition; generalised convergent network; neural networks; weightless neural networks;
Conference_Titel :
Emerging Security Technologies (EST), 2010 International Conference on
Conference_Location :
Canterbury
Print_ISBN :
978-1-4244-7845-3
Electronic_ISBN :
978-0-7695-4175-4
DOI :
10.1109/EST.2010.15
