Single Slice Grouping Mechanism for Recognition of Cursive Handwritten Courtesy Amounts of Malaysian Bank Cheques

Sulaiman, Md. Nasir and Khalid, Marzuki (2003) Single Slice Grouping Mechanism for Recognition of Cursive Handwritten Courtesy Amounts of Malaysian Bank Cheques. Pertanika Journal of Science & Technology, 11 (2). pp. 157-171. ISSN 0128-7680

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Abstract

Mechanism to group single slice for recognition involves the process of cutting vertically across an image slice by slice, group every slice at a certain width and tested for recognition using a trained Neural network. The image contains cursive handwritten courtesy Amounts of Malaysian bank cheques. A three layer neural Network architecture with the new error function of Backpropagation learning algorithm is used. This approach yields good recognition results with faster convergence rates.

Item Type:Article
Keyword:Cursive handwritten courtesy amount, Malaysian bank cheques, recognition, neural networks, backpropagation learning algorithm, error function
Publisher:Universiti Putra Malaysia Press
ID Code:3812
Deposited By: Nur Izyan Mohd Zaki
Deposited On:02 Dec 2009 00:38
Last Modified:27 May 2013 07:11

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