Nguyen, Thanh Cong and Nguyen, Dinh Tuan and Tran, Quoc Long (2018) INFORMATION EXTRACTION FROM ID CARD VIA COMPUTER VISION TECHNIQUES. Technical Report. VNU University of Engineering and Technology.
![[img]](https://eprints.uet.vnu.edu.vn/eprints/style/images/fileicons/application_pdf.png) |
PDF
Download (614kB) |
Abstract
An identity card is a type of identify documents of each Vietnamese citizen to prove his/her identity. In this modern information technology era, automatically extracting information from identity cards is applied in telecommunications, healthcare, hotels, and more. This report works on the use of computer vision techniques to build a system which extracts information from identity cards. There are three main steps: Identifying identity cards, locating information and extracting information. In particular, identifying indentity cards and locating information are accomplished by basic image processing techniques to increase the speed of the entire system. At the information extraction step, the achievements in text recognition on complex background are used to increase accuracy. After development and experimentation, the system has achieved a relatively high degree of accuracy. The accuracy of the whole system is 95.28%, which makes it possible to be put into practice
| Item Type: | Technical Report (Technical Report) |
|---|---|
| Subjects: | Information Technology (IT) |
| Divisions: | Faculty of Information Technology (FIT) |
| Depositing User: | Long Trần Quốc |
| Date Deposited: | 14 Dec 2018 10:03 |
| Last Modified: | 21 Dec 2018 01:13 |
| URI: | http://eprints.uet.vnu.edu.vn/eprints/id/eprint/3281 |
Actions (login required)
 |
View Item |
