Single Slice Grouping Mechanism for Recognition of Cursive Handwritten Courtesy Amounts of Malaysian Bank Cheques
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 cheq...
| Main Authors: | , |
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| Format: | Article |
| Language: | English English |
| Published: |
Universiti Putra Malaysia Press
2003
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| Online Access: | http://psasir.upm.edu.my/id/eprint/3812/ http://psasir.upm.edu.my/id/eprint/3812/1/Single_Slice_Grouping_Mechanism_for_Recognition_of_Cursive.pdf |
| Summary: | 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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