Citation
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
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.
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Additional Metadata
Item Type: |
Article
|
Publisher: |
Universiti Putra Malaysia Press |
Keywords: |
Cursive handwritten courtesy amount, Malaysian bank cheques,
recognition, neural networks, backpropagation learning algorithm, error function |
Depositing User: |
Nur Izyan Mohd Zaki
|
Date Deposited: |
02 Dec 2009 00:38 |
Last Modified: |
27 May 2013 07:11 |
URI: |
http://psasir.upm.edu.my/id/eprint/3812 |
Statistic Details: |
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