VIETNAMESE TEXT EXTRACTION FROM BOOK COVERS
Automatic information extraction from images reduces the cost, human interference, and timely processing. Converting printed book covers to readable text for later automation process would be useful for a wide range of users such as librarians, bookshop keepers, and individual users. In this paper,...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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Dalat University
2017-06-01
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| Series: | Tạp chí Khoa học Đại học Đà Lạt |
| Subjects: | |
| Online Access: | http://tckh.dlu.edu.vn/index.php/tckhdhdl/article/view/234 |
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| _version_ | 1832569596525150208 |
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| author | Phan Thị Thanh Nga Nguyễn Thị Huyền Trang Nguyễn Văn Phúc Thái Duy Quý Võ Phương Bình |
| author_facet | Phan Thị Thanh Nga Nguyễn Thị Huyền Trang Nguyễn Văn Phúc Thái Duy Quý Võ Phương Bình |
| author_sort | Phan Thị Thanh Nga |
| collection | DOAJ |
| description | Automatic information extraction from images reduces the cost, human interference, and timely processing. Converting printed book covers to readable text for later automation process would be useful for a wide range of users such as librarians, bookshop keepers, and individual users. In this paper, we present a novel method for the Vietnamese text extraction from images of scanned book covers. The proposed system accepts the book covers snapshot, filters the input image for an enhancement of quality, locates the regions with text, then utilizes the optical character recognizer (OCR) to extract the text. The last step is to filter the extracted text in accompany with at dictionary to achieve the final text result. Carrying out the experiments with the proposed system using our dataset delivered encouraging experimental results. |
| format | Article |
| id | doaj-art-741e55c330cc4724924028a4902461a3 |
| institution | Kabale University |
| issn | 0866-787X 0866-787X |
| language | English |
| publishDate | 2017-06-01 |
| publisher | Dalat University |
| record_format | Article |
| series | Tạp chí Khoa học Đại học Đà Lạt |
| spelling | doaj-art-741e55c330cc4724924028a4902461a32025-02-02T20:09:39ZengDalat UniversityTạp chí Khoa học Đại học Đà Lạt0866-787X0866-787X2017-06-017214215210.37569/DalatUniversity.7.2.234(2017)129VIETNAMESE TEXT EXTRACTION FROM BOOK COVERSPhan Thị Thanh Nga0Nguyễn Thị Huyền Trang1Nguyễn Văn Phúc2Thái Duy Quý3Võ Phương Bình4Faculty of Information Technology, Dalat UniversityFaculty of Information Technology, Dalat UniversityDevsoft CompanyThe Research Management and International Cooperation Department, Dalat UniversityFaculty of Information Technology, Dalat UniversityAutomatic information extraction from images reduces the cost, human interference, and timely processing. Converting printed book covers to readable text for later automation process would be useful for a wide range of users such as librarians, bookshop keepers, and individual users. In this paper, we present a novel method for the Vietnamese text extraction from images of scanned book covers. The proposed system accepts the book covers snapshot, filters the input image for an enhancement of quality, locates the regions with text, then utilizes the optical character recognizer (OCR) to extract the text. The last step is to filter the extracted text in accompany with at dictionary to achieve the final text result. Carrying out the experiments with the proposed system using our dataset delivered encouraging experimental results.http://tckh.dlu.edu.vn/index.php/tckhdhdl/article/view/234book coverocr (optical character recognition)text information extractionvietnamese text detection. |
| spellingShingle | Phan Thị Thanh Nga Nguyễn Thị Huyền Trang Nguyễn Văn Phúc Thái Duy Quý Võ Phương Bình VIETNAMESE TEXT EXTRACTION FROM BOOK COVERS Tạp chí Khoa học Đại học Đà Lạt book cover ocr (optical character recognition) text information extraction vietnamese text detection. |
| title | VIETNAMESE TEXT EXTRACTION FROM BOOK COVERS |
| title_full | VIETNAMESE TEXT EXTRACTION FROM BOOK COVERS |
| title_fullStr | VIETNAMESE TEXT EXTRACTION FROM BOOK COVERS |
| title_full_unstemmed | VIETNAMESE TEXT EXTRACTION FROM BOOK COVERS |
| title_short | VIETNAMESE TEXT EXTRACTION FROM BOOK COVERS |
| title_sort | vietnamese text extraction from book covers |
| topic | book cover ocr (optical character recognition) text information extraction vietnamese text detection. |
| url | http://tckh.dlu.edu.vn/index.php/tckhdhdl/article/view/234 |
| work_keys_str_mv | AT phanthithanhnga vietnamesetextextractionfrombookcovers AT nguyenthihuyentrang vietnamesetextextractionfrombookcovers AT nguyenvanphuc vietnamesetextextractionfrombookcovers AT thaiduyquy vietnamesetextextractionfrombookcovers AT vophuongbinh vietnamesetextextractionfrombookcovers |