Comparative study of machine learning and deep learning algorithm for face recognition
Joint Authors
Singhal, Nikita
Ganganwar, Vaishali
Yadav, Menka
Chauhan, Asha
Jakhar, Mahender
Sharma, Kareena
Source
Jordanian Journal of Computetrs and Information Technology
Issue
Vol. 7, Issue 3 (30 Sep. 2021), pp.313-325, 13 p.
Publisher
Princess Sumaya University for Technology
Publication Date
2021-09-30
Country of Publication
Jordan
No. of Pages
13
Main Subjects
Engineering & Technology Sciences (Multidisciplinary)
Abstract EN
In the present world, biometric systems are used to analyze and verify a person's distinctive bodily or behavioral features for authentication or recognition.
Till now, there are numerous authentication systems that use iris, fingerprint and face feature for identification and verification, where the face recognition-based systems are most widely preferred, as they do not require user help every time, are more automated and are easy to function.
This review paper provides a comparative study between various face recognition techniques and their hybrid combinations.
The most commonly used datasets in this domain are also analyzed and reviewed.
We have also highlighted the future scope and challenges in this domain, as well as various Deep Learning (DL)-based algorithms for facial recognition.
American Psychological Association (APA)
Singhal, Nikita& Ganganwar, Vaishali& Yadav, Menka& Chauhan, Asha& Jakhar, Mahender& Sharma, Kareena. 2021. Comparative study of machine learning and deep learning algorithm for face recognition. Jordanian Journal of Computetrs and Information Technology،Vol. 7, no. 3, pp.313-325.
https://search.emarefa.net/detail/BIM-1415696
Modern Language Association (MLA)
Singhal, Nikita…[et al.]. Comparative study of machine learning and deep learning algorithm for face recognition. Jordanian Journal of Computetrs and Information Technology Vol. 7, no. 3 (Sep. 2021), pp.313-325.
https://search.emarefa.net/detail/BIM-1415696
American Medical Association (AMA)
Singhal, Nikita& Ganganwar, Vaishali& Yadav, Menka& Chauhan, Asha& Jakhar, Mahender& Sharma, Kareena. Comparative study of machine learning and deep learning algorithm for face recognition. Jordanian Journal of Computetrs and Information Technology. 2021. Vol. 7, no. 3, pp.313-325.
https://search.emarefa.net/detail/BIM-1415696
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 322-325
Record ID
BIM-1415696