UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Volume 10 Issue 3
March-2023
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIRFV06034


Registration ID:
510478

Page Number

179-185

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Title

AN EXTENSIVE STUDY ON GENERIC FACIAL RECOGNITION PHASES AND CLASSIFICATION OF 2D ALGORITHMS

Abstract

Face Recognition (FR) is now the most growing recognition technology development, with a broad array of applications in both commercial and academic circles.In recent years, practical tools, algorithms, methods, and datasets havebeen proposed to study limited and unconstrained FR. Various solutions, including local, holistic, hybrid,and deep learning approaches, are developed. 2D methods have reached some stage of competence and have documented very high recognition rates.The performance was found in a predetermined environment where the achievement conditions, such as visibility, focal length, and range between the camera and the target, were all regulated. However, this efficiency will degrade significantly if the ambient conditions and the facial appearance change. This review paper addresses the generic phases of facial recognition and a broad range of approaches to identify 2D faces and address their benefits and drawbacks. Initially, we present the historical steps, problems, and potential applications, specific phases of face-recognition technology, the typical workflow, and 2D methodologies.

Key Words

face recognition; face detection,feature extraction, feature selection, classifier, 2D methods, assessment protocol, deep learning.

Cite This Article

"AN EXTENSIVE STUDY ON GENERIC FACIAL RECOGNITION PHASES AND CLASSIFICATION OF 2D ALGORITHMS", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.10, Issue 3, page no.179-185, March-2023, Available :http://www.jetir.org/papers/JETIRFV06034.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"AN EXTENSIVE STUDY ON GENERIC FACIAL RECOGNITION PHASES AND CLASSIFICATION OF 2D ALGORITHMS", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.10, Issue 3, page no. pp179-185, March-2023, Available at : http://www.jetir.org/papers/JETIRFV06034.pdf

Publication Details

Published Paper ID: JETIRFV06034
Registration ID: 510478
Published In: Volume 10 | Issue 3 | Year March-2023
DOI (Digital Object Identifier):
Page No: 179-185
Country: -, -, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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