A real-time line segmentation algorithm for an offline overlapped handwritten Jawi character recognition chip

Overlapped characters between upper and lower lines can cause a major problem in line segmentation of cursive characters such as Jawi (similar to Arabic characters). In this paper we will discuss our fast approach using a tangent value to find a separation point (SP) for accurate line segmentation w...

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Bibliographic Details
Main Authors: Razak Z., Zulkiflee K., Salleh R., Yaacob M.H., Tamil E.M.
Other Authors: 23394000600
Format: Article
Published: Faculty of Computer Science and Information Technology 2023
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Summary:Overlapped characters between upper and lower lines can cause a major problem in line segmentation of cursive characters such as Jawi (similar to Arabic characters). In this paper we will discuss our fast approach using a tangent value to find a separation point (SP) for accurate line segmentation without data loss. This approach will be used to design a dedicated Jawi Character Recognition Chip with the objective of obtaining 90% recognition accuracy.