دورية أكاديمية
The Office Room Security System Using Face Recognition Based on Viola-Jones Algorithm and RBFN
| العنوان: | The Office Room Security System Using Face Recognition Based on Viola-Jones Algorithm and RBFN |
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| المؤلفون: | Andree E. Widjaja, Hery Hery, David Habsara Hareva |
| المصدر: | Intensif: Jurnal Ilmiah Penelitian Teknologi dan Penerapan Sistem Informasi, Vol 5, Iss 1, Pp 1-12 (2021) |
| بيانات النشر: | Universitas Nusantara PGRI Kediri, 2021. |
| سنة النشر: | 2021 |
| المجموعة: | LCC:Information technology LCC:Electronic computers. Computer science |
| مصطلحات موضوعية: | office security, face recognition, prototyping, database, Information technology, T58.5-58.64, Electronic computers. Computer science, QA75.5-76.95 |
| الوصف: | The university as an educational institution can apply technology in the campus environment. Currently, the security system for office space that is integrated with digital data has been somewhat limited. The main problem is that office space security items are not guaranteed as there might be outsiders who can enter the office. Therefore, this study aims to develop a system using biometric (face) recognition based on Viola-Jones and Radial Basis Function Network (RBFN) algorithm to ensure office room security. Based on the results, the system developed shows that object detection can work well with an object detection rate of 80%. This system has a pretty good accuracy because the object matching success is 73% of the object detected. The final result obtained from this study is a prototype development for office security using face recognition features that are useful to improve safety and comfort for occupants of office space (due to the availability of access rights) so that not everyone can enter the office. |
| نوع الوثيقة: | article |
| وصف الملف: | electronic resource |
| اللغة: | English Indonesian |
| تدمد: | 2580-409X 2549-6824 |
| Relation: | https://ojs.unpkediri.ac.id/index.php/intensif/article/view/14435; https://doaj.org/toc/2580-409X; https://doaj.org/toc/2549-6824 |
| DOI: | 10.29407/intensif.v5i1.14435 |
| URL الوصول: | https://doaj.org/article/285e3353c4f2435096e01cf20b46597e |
| رقم الأكسشن: | edsdoj.285e3353c4f2435096e01cf20b46597e |
| قاعدة البيانات: | Directory of Open Access Journals |
Full Text Finder | تدمد: | 2580409X 25496824 |
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| DOI: | 10.29407/intensif.v5i1.14435 |