A Pragmatic Approach to Face Recognition using a Novel Deep Learning Algorithm

2021 ◽  
Author(s):  
Ayush kumar ◽  
Arvind Kumar ◽  
Puja Kumari ◽  
N. Suresh kumar
Keyword(s):  
Deep Learning ◽  
Face Recognition ◽  
Learning Algorithm ◽  
Pragmatic Approach ◽  
Deep Learning Algorithm

scholarly journals Recognition of Masked Face Using Convolutional Neural Network Algorithm

2021 ◽  
Vol 9 (VII) ◽  
pp. 3233-3237
Author(s):  
Sai Kiruthika K. M
Keyword(s):  
Deep Learning ◽  
Face Recognition ◽  
Skin Color ◽  
Learning Algorithm ◽  
Huge Number ◽  
Skin Texture ◽  
Deep Learning Algorithm ◽  
Face Region ◽  
Security Problem ◽  
Neural Network Algorithm

The covid -19 is an unparalleled crisis resulting in huge number of casualties security problem. So has to scale back the spread of corona virus, people often wear a mask to guard themselves. Indeed, during this challenging context, the matter of face recognition is usually like periocular recognition involving iris, pupil, sclera, upper and lower eyelids, eye folds, eye corners, skin texture, fine wrinkles, complexion, skin color, skin pores etc. In this paper, we propose a reliable method supported discard masked region and deep learning based features so as to deal with the matter of masked face recognition process. The primary step to discard the masked face region. Next, we apply deep learning algorithm to extract the simplest features from obtained regions (mostly eyes and forehead regions). This leads to good accuracy than the previous work for detecting the masked face.

A novel deep learning algorithm for incomplete face recognition: Low-rank-recovery network

2017 ◽  
Vol 94 ◽  
pp. 115-124 ◽  
Author(s):  
Jianwei Zhao ◽  
Yongbiao Lv ◽  
Zhenghua Zhou ◽  
Feilong Cao
Keyword(s):  
Deep Learning ◽  
Face Recognition ◽  
Learning Algorithm ◽  
Low Rank ◽  
Deep Learning Algorithm

scholarly journals COMPARATIVE STUDY OF MACHINE LEARNING AND DEEP LEARNING ALGORITHM FOR FACE RECOGNITION

2021 ◽  
pp. 1
Author(s):  
Nikita Singhal ◽  
Vaishali Ganganwar ◽  
Menka Yadav ◽  
Asha Chauhan ◽  
Mahender Jakhar ◽  
...  
Keyword(s):  
Machine Learning ◽  
Deep Learning ◽  
Face Recognition ◽  
Comparative Study ◽  
Learning Algorithm ◽  
Deep Learning Algorithm
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