Skeletonization Algorithm for Binary Images
| Autor: | Tarik Abu-Ain, Khairuddin Omar, Bilal Bataineh, Siti Norul Huda Sheikh Abdullah, Waleed Abu-Ain |
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| Rok vydání: | 2013 |
| Předmět: |
business.industry
Computer science Binary image ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION Process (computing) Document image analysis Pattern recognition Skeletonization OCR Identification (information) Benchmark (computing) General Earth and Planetary Sciences Text images Artificial intelligence Thinning business Algorithm General Environmental Science |
| Zdroj: | Procedia Technology. 11:704-709 |
| ISSN: | 2212-0173 |
| DOI: | 10.1016/j.protcy.2013.12.248 |
| Popis: | Skeletonization and also known as thinning process is an important step in pre-processing phase. Skeletonization is a crucial process for many applications such as OCR, writer identification ect. However, the improvements in this area still remain due to researches recently. A new skeletonization algorithm is proposed in this paper. The algorithm is combining between parallel and sequential which categorized under iterative approach. The proposed method conducted into experiments of benchmark dataset for evaluation. The result is obtaining much better results comparing with other thinning methods is included in comparison part. |
| Databáze: | OpenAIRE |
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