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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Trường Đại học Đà Lạt
2023
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| Truy cập trực tuyến: | https://tckh.dlu.edu.vn/index.php/tckhdhdl/article/view/234 https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/114239 |
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oai:scholar.dlu.edu.vn:DLU123456789-1142392023-10-27T14:43:53Z VIETNAMESE TEXT EXTRACTION FROM BOOK COVERS Phan, Thị Thanh Nga Nguyễn, Thị Huyền Trang Nguyễn, Văn Phúc Thái, Duy Quý Võ, Phương Bình 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. 2023-03-04T08:23:12Z 2023-03-04T08:23:12Z 2017 Article 0866-787X https://tckh.dlu.edu.vn/index.php/tckhdhdl/article/view/234 https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/114239 10.37569/DalatUniversity.7.2.234(2017) en Tạp chí Khoa học Đại học Đà Lạt, Tập 7, Số 2; tr. 142-152 application/pdf Trường Đại học Đà Lạt |
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Thư viện Trường Đại học Đà Lạt |
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English |
| 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 |
| author |
Phan, Thị Thanh Nga Nguyễn, Thị Huyền Trang Nguyễn, Văn Phúc Thái, Duy Quý Võ, Phương Bình |
| spellingShingle |
Phan, Thị Thanh Nga Nguyễn, Thị Huyền Trang Nguyễn, Văn Phúc Thái, Duy Quý Võ, Phương Bình VIETNAMESE TEXT EXTRACTION FROM BOOK COVERS |
| 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 |
| title |
VIETNAMESE TEXT EXTRACTION FROM BOOK COVERS |
| title_short |
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_sort |
vietnamese text extraction from book covers |
| publisher |
Trường Đại học Đà Lạt |
| publishDate |
2023 |
| url |
https://tckh.dlu.edu.vn/index.php/tckhdhdl/article/view/234 https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/114239 |
| _version_ |
1819837997722370048 |