Open Access Open Access  Restricted Access Subscription Access

Facial Recognition Using Machine Learning

Dr. Sayed Abdulhayan, H Mohammed Huzaif, Mohammed Faiz G K, Shammaz Shan A, Sal Sabeel

Abstract


A common but intriguing issue in artificial intelligence is face recognition and classification. Our daily lives make full use of this application. Several cellphones were opened phones with face recognition to protect private files and used on Facebook to instantly recognize when Facebook users appear in images. Face recognition has been approached in several ways up to this point, but it is still exceedingly challenging in practical settings. A key method of differentiating persons depends on several factors, including partial face occlusion, lighting, and variation in posture. In this research, a face recognition method using a machine learning algorithm is designed, and a support vector machine experiment is conducted.


Full Text:

PDF

References


Jun, Z. (2021). The development and application of support vector machine. In Journal of Physics: Conference Series (Vol. 1748, No. 5, p. 052006). IOP Publishing.

Phillips, P. (1998). Support vector machines applied to face recognition. Advances in neural information processing systems, 11.

Giovani, V., Johansen, I., Ashilla, D. A., & Hanafiah, N. (2021, October). Study on Face Recognition Techniques. In 2021 1st International Conference on Computer Science and Artificial Intelligence (ICCSAI) (Vol. 1, pp. 301-306). IEEE.

Nayak, J., Naik, B., & Behera, H. (2015). A comprehensive survey on support vector machine in data mining tasks: applications & challenges. International Journal of Database Theory and Application, 8(1), 169-186.

Schmidt, A., & KasiƄski, A. (2007). The performance of the haar cascade classifiers applied to the face and eyes detection. In Computer Recognition Systems 2 (pp. 816-823). Springer Berlin Heidelberg.

Rajini, G. K. (2016). A comprehensive review on wavelet transform and its applications. ARPN Journal of Engineering and Applied Sciences, 11(19), 11713-11723..

Rajini, G. K. (2016). A comprehensive review on wavelet transform and its applications. ARPN Journal of Engineering and Applied Sciences, 11(19), 11713-11723.


Refbacks

  • There are currently no refbacks.