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Face Registration and Student’s Class Attending Monitoring System using Image Processing with Library Face Recognition |
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| รหัสดีโอไอ | |
| Creator | Aekkarat Suksukont |
| Title | Face Registration and Student’s Class Attending Monitoring System using Image Processing with Library Face Recognition |
| Publisher | The Association of Council of IT Deans (CITT) |
| Publication Year | 2564 |
| Journal Title | Journal of Information Science and Technology |
| Journal Vol. | 11 |
| Journal No. | 2 |
| Page no. | 21-28 |
| Keyword | Image processing, Face detection, Face recognition, Computer vision, Local Binary Pattern Histograms |
| URL Website | https://tci-thaijo.org/index.php/JIST |
| Website title | Journal of Information Science and Technology |
| ISSN | 2651-1053 |
| Abstract | This research present face registration and student’s class attending monitoring system using image processing with library face recognition. It will be useful to check-in all the student’s class attending and also to use the modern technology to register for classroom attendance. The effectiveness of the student's face recognition system was divided into two parts. In the term of comparison between the students’ face images with the database image. Then these image were pass through to Pre-Processing to create a database of student's faces and was compared with those database. In the term using the real-time face images (registration images), the registration images were created using the face recognition image system. The experiment results shown that, in the case of random 100 face image per a student gave the best recognition performance accuracy as 92%. Also, this designed system can view historical record data and transfer it to be document file. |
