Development of algorithm for segmentation of handwritten text using masks
The work highlights the problem of extracting handwritten text on the image for further recognition. Describes common methods of segmentation, allowing to solve this problem: method of color image analysis the binary image segmentation method of fixing level, as well as, a method for the separat...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Omsk State Technical University, Federal State Budgetary Educational Institution of Higher Education
2020-09-01
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| Series: | Омский научный вестник |
| Subjects: | |
| Online Access: | https://www.omgtu.ru/general_information/media_omgtu/journal_of_omsk_research_journal/files/arhiv/2020/4%20(172)/47-52%20%D0%9A%D0%BE%D0%B1%D0%B5%D0%BD%D0%BA%D0%BE%20%D0%92.%20%D0%AE.,%20%D0%A4%D1%80%D0%BE%D0%BB%D0%BE%D0%B2%20%D0%A1.%20%D0%9E.,%20%D0%A2%D0%B0%D0%BB%D0%B0%D0%BB%D0%B0%D0%B5%D0%B2%20%D0%92.%20%D0%98..pdf |
| _version_ | 1819278877533405184 |
|---|---|
| author | V. Yu. Kobenko S. O. Frolov V. I. Talalayev |
| author_facet | V. Yu. Kobenko S. O. Frolov V. I. Talalayev |
| author_sort | V. Yu. Kobenko |
| collection | DOAJ |
| description | The work highlights the problem of extracting handwritten text
on the image for further recognition. Describes common methods
of segmentation, allowing to solve this problem: method of color
image analysis the binary image segmentation method of fixing
level, as well as, a method for the separation and analysis of
circuits. The proposed algorithm for text segmentation based
on the use of the mask of the original image to simplify the
segmentation of text in images with a non-monotonic background.
Also the comparative analysis methods is done. |
| first_indexed | 2024-12-24T00:18:59Z |
| format | Article |
| id | doaj.art-786a434b0c7b472db99cb98a7853ec2a |
| institution | Directory Open Access Journal |
| issn | 1813-8225 2541-7541 |
| language | English |
| last_indexed | 2024-12-24T00:18:59Z |
| publishDate | 2020-09-01 |
| publisher | Omsk State Technical University, Federal State Budgetary Educational Institution of Higher Education |
| record_format | Article |
| series | Омский научный вестник |
| spelling | doaj.art-786a434b0c7b472db99cb98a7853ec2a2022-12-21T17:24:39ZengOmsk State Technical University, Federal State Budgetary Educational Institution of Higher EducationОмский научный вестник1813-82252541-75412020-09-014 (172)475210.25206/1813-8225-2020-172-47-52Development of algorithm for segmentation of handwritten text using masksV. Yu. Kobenko0S. O. Frolov1V. I. Talalayev2Omsk State Technical UniversityOmsk State Technical UniversityOmsk State Technical UniversityThe work highlights the problem of extracting handwritten text on the image for further recognition. Describes common methods of segmentation, allowing to solve this problem: method of color image analysis the binary image segmentation method of fixing level, as well as, a method for the separation and analysis of circuits. The proposed algorithm for text segmentation based on the use of the mask of the original image to simplify the segmentation of text in images with a non-monotonic background. Also the comparative analysis methods is done.https://www.omgtu.ru/general_information/media_omgtu/journal_of_omsk_research_journal/files/arhiv/2020/4%20(172)/47-52%20%D0%9A%D0%BE%D0%B1%D0%B5%D0%BD%D0%BA%D0%BE%20%D0%92.%20%D0%AE.,%20%D0%A4%D1%80%D0%BE%D0%BB%D0%BE%D0%B2%20%D0%A1.%20%D0%9E.,%20%D0%A2%D0%B0%D0%BB%D0%B0%D0%BB%D0%B0%D0%B5%D0%B2%20%D0%92.%20%D0%98..pdfsegmentation of handwritten text using a maskremoving the background image |
| spellingShingle | V. Yu. Kobenko S. O. Frolov V. I. Talalayev Development of algorithm for segmentation of handwritten text using masks Омский научный вестник segmentation of handwritten text using a mask removing the background image |
| title | Development of algorithm for segmentation of handwritten text using masks |
| title_full | Development of algorithm for segmentation of handwritten text using masks |
| title_fullStr | Development of algorithm for segmentation of handwritten text using masks |
| title_full_unstemmed | Development of algorithm for segmentation of handwritten text using masks |
| title_short | Development of algorithm for segmentation of handwritten text using masks |
| title_sort | development of algorithm for segmentation of handwritten text using masks |
| topic | segmentation of handwritten text using a mask removing the background image |
| url | https://www.omgtu.ru/general_information/media_omgtu/journal_of_omsk_research_journal/files/arhiv/2020/4%20(172)/47-52%20%D0%9A%D0%BE%D0%B1%D0%B5%D0%BD%D0%BA%D0%BE%20%D0%92.%20%D0%AE.,%20%D0%A4%D1%80%D0%BE%D0%BB%D0%BE%D0%B2%20%D0%A1.%20%D0%9E.,%20%D0%A2%D0%B0%D0%BB%D0%B0%D0%BB%D0%B0%D0%B5%D0%B2%20%D0%92.%20%D0%98..pdf |
| work_keys_str_mv | AT vyukobenko developmentofalgorithmforsegmentationofhandwrittentextusingmasks AT sofrolov developmentofalgorithmforsegmentationofhandwrittentextusingmasks AT vitalalayev developmentofalgorithmforsegmentationofhandwrittentextusingmasks |