Volume 1 , Issue 2,  April 2021

Face Recognition Based on Artificial Neural Network: A Review

Ameera Alblushi
sohar university

Abstract

The face recognition/detection is considered as one of the most popular applications in the field of image processing and biometric pattern recognition systems. Although the face recognition approach improves authentication procedure, nevertheless still many challenges appear due to diversities in human facial expression, image huge size, background complexity, variation in illumination, poses, blurry, etc. Therefore, the face detection procedure is classified as one of the most difficult tasks in computer vision. This research paper tends to address the concept of image processing along with the use of the Artificial Neural Network approach and represent it is a potential capability in enhancing the method of extracting face pattern through an adaption of various ANN topologies. Furthermore, it represents fundamental phases associated with the construction of any facial recognition system. Finally, it provides a general overview of different literature survives that related to face recognition based on the use of different ANN approaches and algorithms

References

AlKishri, W., & Al-Bahri, M. (2021). Expert system for identifying and analyzing the IoT devices using Augmented Reality Approach. Artificial Intelligence & Robotics Development Journal, 43-57.
Hasoon, F. N., Yousif, J. H., Hasson, N. N., & Ramli, A. R. (2011). Image Enhancement
Al-Hatmi, M. O., & Yousif, J. H. (2017). A review of Image Enhancement Systems and a case study of Salt &pepper noise removing. International Journal of Computation and Applied Sciences (IJOCAAS), 2(3). Using Nonlinear Filtering Based Neural Network. Journal of Computing, 3(5), 171-176.
Hassin, A., & Abbood, D. (2021). Human–Ear Recognition Using Scale Invariant Feature Transform. Artificial Intelligence & Robotics Development Journal, 1-12.
Shaaban, H. (2021). Enhanced Region of Interest Extraction method for Finger Vein Images. Artificial Intelligence & Robotics Development Journal, 13-25.
Published June 4, 2021
Keywords
  • Image Processing,
  • Biometrics Recognition,
  • Facial Recognition,
  • Artificial Neural Network.,
  • Deep Learning
How to Cite
Alblushi, A. (2021). Face Recognition Based on Artificial Neural Network: A Review. Artificial Intelligence & Robotics Development Journal, 1(Issue 2), 116-131. https://doi.org/10.52098/airdj.202125