Effectiveness of new algorithms for facial recognition based on deep neural networks

Document Type : Research Paper


Department of Applied Science, University of Technology, Baghdad, Iraq


The applications of image classification occupied a wide field in the recognition of faces using the Convolutional Neural Network (CNN) with the mathematical aspect of deep learning based on the MATLAB program. This is not only facial recognition, but also recognizing the parts of the face, eye, mouth, and nose after designing programs in addition to the new algorithms with the theory of CascadeObjectDetector and trainCascadeObjectDetector. The benefit of this work emerges in the areas of security, airports, markets, and so on.


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Volume 13, Issue 1
March 2022
Pages 2171-2178
  • Receive Date: 02 December 2021
  • Accept Date: 27 December 2021