REAL-TIME SKIN SEGMENTATION ON LOW RESOLUTION AND GRAY IMAGES
Yıl: 2021 Cilt: 9 Sayı: ICONAT Special Issue Sayfa Aralığı: 61 - 64 Metin Dili: İngilizce DOI: 10.20290/estubtdb.1011578 İndeks Tarihi: 15-06-2022
REAL-TIME SKIN SEGMENTATION ON LOW RESOLUTION AND GRAY IMAGES
Öz: In this study, the skin segmentation problem, which is frequently used in the literature, will be detected on a real-time
webcam with semantic segmentation deep learning algorithms. Skin segmentation generally requires high processing power
to distinguish it from images with high resolution. The deep learning algorithm and the proposed image processing method
used in this study provide real-time, very low CPU usage, and lag-free skin detection via webcam.
Anahtar Kelime: Belge Türü: Makale Makale Türü: Araştırma Makalesi Erişim Türü: Erişime Açık
- [1] Phung Son Lam, Abdesselam Bouzerdoum and Douglas Chai. Skin segmentation using color pixel classification: analysis and comparison. IEEE transactions on pattern analysis and machine intelligence, 2005; 27.1 148-154.
- [2] Phung Son Lam, Douglas Chai and Abdesselam Bouzerdoum. Adaptive skin segmentation in color images. IEEE International Conference on Acoustics, Speech, and Signal Processing, Proceedings.(ICASSP'03);Vol. 3. IEEE, 2003.
- [3] Phung Son Lam, Abdesselam Bouzerdoum and Douglas Chai. Skin segmentation using color and edge information. Seventh International Symposium on Signal Processing and Its Applications, Proceedings, Vol. 1. IEEE, 2003.
- [4] Al-Tairi, Zaher Hamid et al. Skin segmentation using YUV and RGB color spaces. Journal of Information Processing Systems, 2014; 10.2 283-299.
- [5] Gasparini, Francesca, and Raimondo Schettini. Skin segmentation using multiple thresholding. Internet Imaging. International Society for Optics and Photonics, 2006; VII. Vol., 6061.
- [6] Filali Youssef et al. A study of lesion skin segmentation, features selection and classification approaches. International Conference on Intelligent Systems and Computer Vision (ISCV); IEEE, 2018.
- [7] Lahoti Sakshi et al. Android based american sign language recognition system with skin segmentation and SVM. 9th International Conference on Computing, Communication and Networking Technologies (ICCCNT); IEEE, 2018.
- [8] Reshna S and Jayaraju M. Spotting and recognition of hand gesture for Indian sign language recognition system with skin segmentation and SVM. International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET); IEEE, 2017.
- [9] Murugan A, Anu S, Nair H and Sanal Kumar KP.Detection of skin cancer using SVM, random forest and kNN classifiers. Journal of Medical Systems, 2019; 43.8 1-9. [10] http://cs-chan.com/downloads_skin_dataset.html
| APA | Kaya U, Kilic A (2021). REAL-TIME SKIN SEGMENTATION ON LOW RESOLUTION AND GRAY IMAGES. , 61 - 64. 10.20290/estubtdb.1011578 |
| Chicago | Kaya Utku,Kilic Abidin REAL-TIME SKIN SEGMENTATION ON LOW RESOLUTION AND GRAY IMAGES. (2021): 61 - 64. 10.20290/estubtdb.1011578 |
| MLA | Kaya Utku,Kilic Abidin REAL-TIME SKIN SEGMENTATION ON LOW RESOLUTION AND GRAY IMAGES. , 2021, ss.61 - 64. 10.20290/estubtdb.1011578 |
| AMA | Kaya U,Kilic A REAL-TIME SKIN SEGMENTATION ON LOW RESOLUTION AND GRAY IMAGES. . 2021; 61 - 64. 10.20290/estubtdb.1011578 |
| Vancouver | Kaya U,Kilic A REAL-TIME SKIN SEGMENTATION ON LOW RESOLUTION AND GRAY IMAGES. . 2021; 61 - 64. 10.20290/estubtdb.1011578 |
| IEEE | Kaya U,Kilic A "REAL-TIME SKIN SEGMENTATION ON LOW RESOLUTION AND GRAY IMAGES." , ss.61 - 64, 2021. 10.20290/estubtdb.1011578 |
| ISNAD | Kaya, Utku - Kilic, Abidin. "REAL-TIME SKIN SEGMENTATION ON LOW RESOLUTION AND GRAY IMAGES". (2021), 61-64. https://doi.org/10.20290/estubtdb.1011578 |
| APA | Kaya U, Kilic A (2021). REAL-TIME SKIN SEGMENTATION ON LOW RESOLUTION AND GRAY IMAGES. Eskişehir Teknik Üniversitesi Bilim ve Teknoloji Dergisi b- Teorik Bilimler, 9(ICONAT Special Issue), 61 - 64. 10.20290/estubtdb.1011578 |
| Chicago | Kaya Utku,Kilic Abidin REAL-TIME SKIN SEGMENTATION ON LOW RESOLUTION AND GRAY IMAGES. Eskişehir Teknik Üniversitesi Bilim ve Teknoloji Dergisi b- Teorik Bilimler 9, no.ICONAT Special Issue (2021): 61 - 64. 10.20290/estubtdb.1011578 |
| MLA | Kaya Utku,Kilic Abidin REAL-TIME SKIN SEGMENTATION ON LOW RESOLUTION AND GRAY IMAGES. Eskişehir Teknik Üniversitesi Bilim ve Teknoloji Dergisi b- Teorik Bilimler, vol.9, no.ICONAT Special Issue, 2021, ss.61 - 64. 10.20290/estubtdb.1011578 |
| AMA | Kaya U,Kilic A REAL-TIME SKIN SEGMENTATION ON LOW RESOLUTION AND GRAY IMAGES. Eskişehir Teknik Üniversitesi Bilim ve Teknoloji Dergisi b- Teorik Bilimler. 2021; 9(ICONAT Special Issue): 61 - 64. 10.20290/estubtdb.1011578 |
| Vancouver | Kaya U,Kilic A REAL-TIME SKIN SEGMENTATION ON LOW RESOLUTION AND GRAY IMAGES. Eskişehir Teknik Üniversitesi Bilim ve Teknoloji Dergisi b- Teorik Bilimler. 2021; 9(ICONAT Special Issue): 61 - 64. 10.20290/estubtdb.1011578 |
| IEEE | Kaya U,Kilic A "REAL-TIME SKIN SEGMENTATION ON LOW RESOLUTION AND GRAY IMAGES." Eskişehir Teknik Üniversitesi Bilim ve Teknoloji Dergisi b- Teorik Bilimler, 9, ss.61 - 64, 2021. 10.20290/estubtdb.1011578 |
| ISNAD | Kaya, Utku - Kilic, Abidin. "REAL-TIME SKIN SEGMENTATION ON LOW RESOLUTION AND GRAY IMAGES". Eskişehir Teknik Üniversitesi Bilim ve Teknoloji Dergisi b- Teorik Bilimler 9/ICONAT Special Issue (2021), 61-64. https://doi.org/10.20290/estubtdb.1011578 |
