الملخص
Human face detection has been the subject of extensive research for several decades. Face detection has become increasingly important with the advent of video surveillance, security access control, and content-based information retrieval applications. Due to the non-rigid nature of faces and their high degree of variability, face detection remains challenging. There have been many studies that examined various face detection methods under different conditions, including illumination, facial expressions, head rotations, occlusions, and aging. A novel approach to face detection is described in this paper using Local Graph Structure and Correlation Coefficient (LGS-CC). Through LGS-CC, texture information is enhanced by considering both texture and local shape, rather than relying solely on grayscale information. The proposed method has been shown to achieve encouraging results in extensive experiments.
الكلمات المفتاحية
بيانات النشر
- المعرّف الرقمي
- 10.69983/sujeiti/115
- المجلة
- مجلة جامعة صحار للابتكارات في الهندسة وتكنولوجيا المعلومات, 1(1), 18-25
- الناشر
- جامعة صحار
- وصول مفتوح
- وصول مفتوح ذهبي
اقتبس هذه المقالة
APA 7
Abusham, E. (2025). Graph Structure and Correlation Coefficient for Face Detection. Sohar University Journal of Engineering and Information Technology Innovations, 1(1), 18-25. https://doi.org/10.69983/sujeiti/115
MLA 9
Abusham, Eimad. "Graph Structure and Correlation Coefficient for Face Detection." Sohar University Journal of Engineering and Information Technology Innovations, vol. 1, no. 1, 2025, pp. 18-25. https://doi.org/10.69983/sujeiti/115.
شيكاغو (المؤلف–التاريخ)
Abusham, Eimad. 2025. "Graph Structure and Correlation Coefficient for Face Detection." Sohar University Journal of Engineering and Information Technology Innovations 1 (1): 18-25. https://doi.org/10.69983/sujeiti/115.
هارفارد
Abusham, E. (2025) 'Graph Structure and Correlation Coefficient for Face Detection', Sohar University Journal of Engineering and Information Technology Innovations, 1(1), pp. 18-25. doi:10.69983/sujeiti/115.
فانكوفر
Abusham E. Graph Structure and Correlation Coefficient for Face Detection. Sohar University Journal of Engineering and Information Technology Innovations. 2025;1(1):18-25. doi:10.69983/sujeiti/115
IEEE
E. Abusham, "Graph Structure and Correlation Coefficient for Face Detection," Sohar University Journal of Engineering and Information Technology Innovations, vol. 1, no. 1, pp. 18-25, 2025, doi: 10.69983/sujeiti/115.