Muhammad, Fachrurrozi and Saparudin, Saparudin and KEREL KHALIF, AFIF (2020) Face detection using the viola jones method with segmentation of skin color on face images. Journal of Engineering Science and Technology, 15 (4). pp. 2149-2162. ISSN 1823-4690
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Abstract
Face detection is a step used to look for faces in an image. The process of finding faces in this study uses the Viola-Jones method that detects faces in the color segmentation images. Skin color segmentation is used to remove information in images that have no potential as a face. Reducing unnecessary information on the image can improve the performance of face detection. One area that has potential as a face on the human body is skin color. Based on the test results with single face image data, the values of recall and precision were 94.11% and 99.83% and the accuracy of detection accuracy using Intersection over Union was 0.6963 with 6.14% faster processing time than the Viola-Jones only.
| Item Type: | Article |
|---|---|
| Subjects: | Q Science > Q Science (General) > Q334-342 Computer science. Artificial intelligence. Algorithms. Robotics. Automation. |
| Divisions: | 09-Faculty of Computer Science > 55201-Informatics (S1) |
| Depositing User: | Dr. Muhammad Fachrurrozi |
| Date Deposited: | 05 Apr 2023 06:04 |
| Last Modified: | 05 Apr 2023 06:04 |
| URI: | http://repository.unsri.ac.id/id/eprint/92381 |
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