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
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.
|Keyword:||Cursive handwritten courtesy amount, Malaysian bank cheques, recognition, neural networks, backpropagation learning algorithm, error function|
|Publisher:||Universiti Putra Malaysia Press|
|Deposited By:||Nur Izyan Mohd Zaki|
|Deposited On:||02 Dec 2009 08:38|
|Last Modified:||08 Apr 2010 16:40|
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