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Review on Face Recognition using Deep Learning Techniques and Research Challenges - 2021

Review On Face Recognition Using Deep Learning Techniques And Research Challenges

Research Area:  Machine Learning

Abstract:

In the research area of object recognition, last few decades many of the researches did research on face recognition and the research is still active because of its application and challenges present in the real world. In the constrained environment most of the recent face recognition techniques offer a better result but it fails in an unconstrained environment. An unconstrained environment such as the images were captured during various environments like different resolutions, in a different pose with various expression, illumination, and occlusions. In this article, various deep learning techniques used for face recognition have been discussed.

Keywords:  

Author(s) Name:  V. Karunakaran, S. Iwin Thanakumar Joseph & Shanthini Pandiaraj

Journal name:  

Conferrence name:   Computational Vision and Bio-Inspired Computing

Publisher name:  Springer

DOI:  10.1007/978-981-33-6862-0_64

Volume Information:   pp 845–853