ISSN 2394-5125
 

Research Article 


A TECHNICAL REVIEW ON 3D FACE RECOGNITION TECHNOLOGIES

Komal1, Bindia Handa, Dr. Isha Malhotrauthor.

Abstract
Facial recognition is a process of identifying an individual using their face. Face recognition is widely used in security and surveillance system for identifying a person without its cooperation. The main preferment of face recognition over other human characterizing features is its uniqueness and affable acceptance, and the system used for this purpose is called a face recognition system. Face recognition systems mainly have two tasks, the first is verification, and the second is identification. In the verification process, a query image is verified against the face image already stored in the database and then for identification, compares the query face image against all face images to determine the identity of the query face. For this purpose, many algorithms have been elaborated. Mostly in the current scenario in FR, 2D, and 3D face representation is used. However, these systems are not substantial to variation to lighting, facial pose, and expression. Although 3D systems are less sensitive to these variations as compared to 2D systems. In 3D systems advanced feature extraction and classification techniques are used which enhance the recognition rate of these systems. And with the involvement of 3D scanner these system becomes more accurate. 3D systems can recognize the faces under pose variation, expression variation, and occlusion. But these systems can only support these variations up to a certain limit. In this paper, we discuss and explored feature extraction and recognition techniques.

Key words: annotated face modal; singular value decomposition; face recognition; haar feature; locality preserving projection; principal component analysis;


 
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How to Cite this Article
Pubmed Style

Komal, Bindia Handa, Dr. Isha Malhotrauthor. A TECHNICAL REVIEW ON 3D FACE RECOGNITION TECHNOLOGIES. JCR. 2020; 7(19): 7765-7776. doi:10.31838/jcr.07.19.883


Web Style

Komal, Bindia Handa, Dr. Isha Malhotrauthor. A TECHNICAL REVIEW ON 3D FACE RECOGNITION TECHNOLOGIES. http://www.jcreview.com/?mno=136124 [Access: August 18, 2021]. doi:10.31838/jcr.07.19.883


AMA (American Medical Association) Style

Komal, Bindia Handa, Dr. Isha Malhotrauthor. A TECHNICAL REVIEW ON 3D FACE RECOGNITION TECHNOLOGIES. JCR. 2020; 7(19): 7765-7776. doi:10.31838/jcr.07.19.883



Vancouver/ICMJE Style

Komal, Bindia Handa, Dr. Isha Malhotrauthor. A TECHNICAL REVIEW ON 3D FACE RECOGNITION TECHNOLOGIES. JCR. (2020), [cited August 18, 2021]; 7(19): 7765-7776. doi:10.31838/jcr.07.19.883



Harvard Style

Komal, Bindia Handa, Dr. Isha Malhotrauthor (2020) A TECHNICAL REVIEW ON 3D FACE RECOGNITION TECHNOLOGIES. JCR, 7 (19), 7765-7776. doi:10.31838/jcr.07.19.883



Turabian Style

Komal, Bindia Handa, Dr. Isha Malhotrauthor. 2020. A TECHNICAL REVIEW ON 3D FACE RECOGNITION TECHNOLOGIES. Journal of Critical Reviews, 7 (19), 7765-7776. doi:10.31838/jcr.07.19.883



Chicago Style

Komal, Bindia Handa, Dr. Isha Malhotrauthor. "A TECHNICAL REVIEW ON 3D FACE RECOGNITION TECHNOLOGIES." Journal of Critical Reviews 7 (2020), 7765-7776. doi:10.31838/jcr.07.19.883



MLA (The Modern Language Association) Style

Komal, Bindia Handa, Dr. Isha Malhotrauthor. "A TECHNICAL REVIEW ON 3D FACE RECOGNITION TECHNOLOGIES." Journal of Critical Reviews 7.19 (2020), 7765-7776. Print. doi:10.31838/jcr.07.19.883



APA (American Psychological Association) Style

Komal, Bindia Handa, Dr. Isha Malhotrauthor (2020) A TECHNICAL REVIEW ON 3D FACE RECOGNITION TECHNOLOGIES. Journal of Critical Reviews, 7 (19), 7765-7776. doi:10.31838/jcr.07.19.883