Utilization of 3-d Models for Enhancing Facial Recognition over Various Angles

Utilization of 3-d Models for Enhancing Facial Recognition over Various Angles

Jovan Toroman

Contact

Utilization of 3-d Models for Enhancing Facial Recognition over Various Angles

Article Fingerprint

ReserarchID

7Y848

Utilization of 3-d Models for Enhancing Facial Recognition over Various Angles Banner

AI TAKEAWAY

Connecting with the Eternal Ground

Abstract

Aalgorithms for facial recognition PCA (Principal component analysis) encounter a dramatic performance decline when analyzing photos taken from various angles. As part of this research, a 3-D model was utilized for the sake of improving abovementioned performance. This model enables us to convert an image of somebody’s face, which was taken from a specific angle to another face. Model was tested using biometric database created on Belgrade University. Picture rotation according to model was performed before comparing with the specimen pictures from the database. Results of this study have shown accuracy in regards to biometric verification, where identification percentage has been drastically improved.

References

10 Cites in Article

Reference Format

P Viola,M Jones (2001). Rapid object detection using a boosted cascade of simple features.
R Brunelli,T Poggio (1993). Face recognition: Features versus templates.
Matthew Turk,Alex Pentland (1991). Eigenfaces for Recognition.
G Bradski,A Kaehler (2008). Learning Opencv, 1st Edition.
V Blanz,T Vetter (2003). Face recognition based on fitting a 3D morphable model.
Alexander Bronstein,Michael Bronstein,Ron Kimmel (2005). Three-Dimensional Face Recognition.
Ioannis Kakadiaris,Georgios Passalis,George Toderici,Mohammed Murtuza,Yunliang Lu,Nikos Karampatziakis,Theoharis Theoharis (2007). Three-Dimensional Face Recognition in the Presence of Facial Expressions: An Annotated Deformable Model Approach.
Carol Macgillivray,Anthony Head (2013). 3D for the Web.
Gary Huang,Vidit Jain,Erik Learned-Miller (2007). Unsupervised Joint Alignment of Complex Images.
Ivan Milenkovic,Vladan Pantovic,Dusan Starcevic,Miroslav Minovic (2011). A multimodal biometrics system implemented using open source technology.

Download References

Funding

No external funding was declared for this work.

Conflict of Interest

The authors declare no conflict of interest.

Ethical Approval

No ethics committee approval was required for this article type.

Data Availability

Not applicable for this article.

How to Cite This Article

Jovan Toroman. 2018. \u201cUtilization of 3-d Models for Enhancing Facial Recognition over Various Angles\u201d. Global Journal of Computer Science and Technology - D: Neural & AI GJCST-D Volume 18 (GJCST Volume 18 Issue D3).

More Citation Formats

Select Citation Style:

Download Citation

GJCST Volume 18 Issue D3

Explore Journals Explore Volume Read This Issue

Journal Specifications

Crossref Journal DOI 10.17406/gjcst

Print ISSN 0975-4350

e-ISSN 0975-4172

Keywords

Not Found

Classification

GJCST-D Classification I.5.2

Submission ReceivedDecember 8, 2017
Peer Review Double Blind
Handling Editor
Accepted January 2, 2018
Published January 15, 2018

Version of record

v1.2

Issue date

December 13, 2018

Language

Experiance in AR

Explore published articles in an immersive Augmented Reality environment. Our platform converts research papers into interactive 3D books, allowing readers to view and interact with content using AR and VR compatible devices.

View in VR

Read in 3D

Your published article is automatically converted into a realistic 3D book. Flip through pages and read research papers in a more engaging and interactive format.

View in 3D

Article Matrices

Total Score: 101

Country: Serbia

Subject: Global Journal of Computer Science and Technology - D: Neural & AI

Authors: Jovan Toroman (PhD/Dr. count: 0)

View Count (all-time): 277

Total Views (Real + Logic): 5428

Total Downloads (simulated): 1520

Publish Date: 2018 12, Thu

Monthly Totals (Real + Logic):

Month 1: 27 views
Month 2: 42 views
Month 3: 31 views
Month 4: 25 views
Month 5: 36 views
Month 6: 45 views
Month 7: 33 views
Month 8: 37 views
Month 9: 52 views
Month 10: 32 views
Month 11: 42 views
Month 12: 25 views
Month 13: 31 views
Month 14: 45 views
Month 15: 25 views
Month 16: 30 views
Month 17: 30 views
Month 18: 27 views
Month 19: 33 views
Month 20: 34 views
Month 21: 20 views
Month 22: 33 views
Month 23: 46 views
Month 24: 43 views
Month 25: 45 views
Month 26: 25 views
Month 27: 33 views
Month 28: 15 views
Month 29: 33 views
Month 30: 30 views
Month 31: 48 views
Month 32: 14 views
Month 33: 16 views
Month 34: 43 views
Month 35: 45 views
Month 36: 14 views
Month 37: 40 views
Month 38: 43 views
Month 39: 28 views
Month 40: 47 views
Month 41: 21 views
Month 42: 22 views
Month 43: 23 views
Month 44: 18 views
Month 45: 42 views
Month 46: 25 views
Month 47: 18 views
Month 48: 17 views
Month 49: 32 views
Month 50: 45 views
Month 51: 30 views
Month 52: 30 views
Month 53: 16 views
Month 54: 31 views
Month 55: 23 views
Month 56: 34 views
Month 57: 40 views
Month 58: 34 views
Month 59: 28 views
Month 60: 22 views
Month 61: 23 views
Month 62: 27 views
Month 63: 21 views
Month 64: 26 views
Month 65: 44 views
Month 66: 22 views
Month 67: 21 views
Month 68: 18 views
Month 69: 23 views
Month 70: 14 views
Month 71: 21 views
Month 72: 25 views
Month 73: 38 views
Month 74: 21 views
Month 75: 32 views
Month 76: 15 views
Month 77: 46 views
Month 78: 34 views
Month 79: 18 views
Month 80: 34 views
Month 81: 29 views
Month 82: 18 views
Month 83: 45 views
Month 84: 37 views
Month 85: 23 views
Month 86: 30 views
Month 87: 41 views
Month 88: 50 views
Month 89: 29 views

Total Views: 5428

Total Downloads: 1520

2026 Trends

Our website is actively being updated, and changes may occur frequently. Please clear your browser cache if needed. For feedback or error reporting, please email [email protected]