مقـــــــــالات 2010-2015

Permanent URI for this collection

http://localhost:4000/handle/123456789/12894

Browse

Browsing مقـــــــــالات 2010-2015 by Subject "ART1 network"

Now showing 1 - 1 of 1
  • No Thumbnail Available
    Item
    New hybrid arabic handwriting recognizer
    (IEEE, 2012) Chergui, Leila; Kef, Maâmar; Chikhi, Salim
    Recently, there is a popular belief that classifier combination of different architecture could complement each other for improving results performance. In this paper we introduce a framework to combine results of multiple classifiers for offline Arabic handwriting recognition, by introducing a new scheme of combination of Multi Layer Perceptron and ART1 networks. Besides using two different recognition architectures (MLP and ART1 networks), we exploit various feature sets calculated from the contour of image; the Hu moments and features obtained with sliding windows. The implementation results on IFN/ENIT database show a high degree of accuracy by applying the majority vote method.