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: | , |
|---|---|
| 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 |
| _version_ | 1848839636206485504 |
|---|---|
| author | Sulaiman, Md. Nasir Khalid, Marzuki |
| author_facet | Sulaiman, Md. Nasir Khalid, Marzuki |
| author_sort | Sulaiman, Md. Nasir |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | 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. |
| first_indexed | 2025-11-15T07:14:36Z |
| format | Article |
| id | upm-3812 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-15T07:14:36Z |
| publishDate | 2003 |
| publisher | Universiti Putra Malaysia Press |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-38122013-05-27T07:11:27Z http://psasir.upm.edu.my/id/eprint/3812/ Single Slice Grouping Mechanism for Recognition of Cursive Handwritten Courtesy Amounts of Malaysian Bank Cheques Sulaiman, Md. Nasir Khalid, Marzuki 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. Universiti Putra Malaysia Press 2003 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/3812/1/Single_Slice_Grouping_Mechanism_for_Recognition_of_Cursive.pdf 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 English |
| spellingShingle | Sulaiman, Md. Nasir Khalid, Marzuki Single Slice Grouping Mechanism for Recognition of Cursive Handwritten Courtesy Amounts of Malaysian Bank Cheques |
| title | Single Slice Grouping Mechanism for Recognition of Cursive
Handwritten Courtesy Amounts of Malaysian Bank Cheques |
| title_full | Single Slice Grouping Mechanism for Recognition of Cursive
Handwritten Courtesy Amounts of Malaysian Bank Cheques |
| title_fullStr | Single Slice Grouping Mechanism for Recognition of Cursive
Handwritten Courtesy Amounts of Malaysian Bank Cheques |
| title_full_unstemmed | Single Slice Grouping Mechanism for Recognition of Cursive
Handwritten Courtesy Amounts of Malaysian Bank Cheques |
| title_short | Single Slice Grouping Mechanism for Recognition of Cursive
Handwritten Courtesy Amounts of Malaysian Bank Cheques |
| title_sort | single slice grouping mechanism for recognition of cursive
handwritten courtesy amounts of malaysian bank cheques |
| url | 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 |