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3D Face Recognition For Biometric Applications

Lale Akarun, Berk Gokberk, Albert Ali Salah
2005 Zenodo  
More recently, voice, gait, retina and iris scans, hand print, and 3D face information are considered for biometrics. Each of these have different merits, and applicability.  ...  The purpose of the present study is to discuss the merits and drawbacks of 3D face information as a biometric, and review the state of the art in 3D face recognition.  ...  Table 3 : Overview of 3D face recognition systems Group Representation Database Algorithm Notes Gordon [13] curvatures 26 training Euclidean Curvatures can be used for feature detection 24 test nearest  ... 
doi:10.5281/zenodo.39327 fatcat:6culz2fkhbf37gugu66uackzp4

Partial matching of interpose 3D facial data for face recognition

P. Perakis, G. Passalis, T. Theoharis, G. Toderici, I.A. Kakadiaris
2009 2009 IEEE 3rd International Conference on Biometrics: Theory, Applications, and Systems  
Most previous 3D face recognition methods do not handle extensive missing data as they rely on frontal scans. Currently, there is no method to perform recognition across scans of different poses.  ...  Three-dimensional face recognition has lately received much attention due to its robustness in the presence of lighting and pose variations.  ...  Since the available 3D databases for face recognition contain frontal scans, we combined them with 3D databases for ear recognition. These contain up to 80 o side scans (both left and right).  ... 
doi:10.1109/btas.2009.5339019 fatcat:76t6iphyzvcjzdssiqvunudzzy

Feature detection on 3D face surfaces for pose normalisation and recognition

Chris Maes, Thomas Fabry, Johannes Keustermans, Dirk Smeets, Paul Suetens, Dirk Vandermeulen
2010 2010 Fourth IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS)  
This paper presents a SIFT algorithm adapted for 3D surfaces (called meshSIFT) and its applications to 3D face pose normalisation and recognition.  ...  Matches are mostly found between two face surfaces of the same person, allowing the algorithm to be used for 3D face recognition.  ...  INTRODUCTION Reliable feature detection and matching on 3D face surfaces is useful for several biometrics related applications, such as pose normalisation, face recognition and modeling of face deformation  ... 
doi:10.1109/btas.2010.5634543 dblp:conf/btas/MaesFKSSV10 fatcat:izlo6hivlveupoi5m5vby3bm4a

Biometric Driver Authentication Based on 3D Face Recognition for Telematics Applications [chapter]

Hyeonjoon Moon, Kisung Lee
Lecture Notes in Computer Science  
Since 2D based face recognition has been shown its structural limitation, 3D model based approach for face recognition has been spotlighted as a robust solution under variant conditions of pose and illumination  ...  Since a generative 3D face model consists of a large number of vertices, a 3D model based face recognition system is generally inefficient in computation time.  ...  This research was performed for the Promotion and Support Program of Strategic Industry Innovation Cluster, one of the Collaboration Programs for Industry, Academy and Research Institute funded by City  ... 
doi:10.1007/978-3-540-73279-2_53 dblp:conf/hci/MoonL07 fatcat:lnirb4odibg7hk472ud24pyara

Towards Unattended and Privacy Protected Border Control

Christoph Busch, Alexander Nouak, Xuebing Zhou, Michiel van der Veen, Farzin Deravi, Jean-Marc Suchier
2007 2007 Biometrics Symposium  
To assess the potential of three-dimensional face recognition, the 3D Face Integrated Project was initiated as part of the European Framework Program for collaborative research in April 2006.  ...  By combining the geometry-and texture-channel information of the face, 3D face recognition systems provide improved robustness while being able to handle variations in poses and problematic lighting conditions  ...  The 3D Face project is intended to support this transition by researching into efficient methods for 3D face recognition.  ... 
doi:10.1109/bcc.2007.4430536 fatcat:e235rrfirrggnklxzabqpcfhoe

Template Protection For 3D Face Recognition [chapter]

Xuebing Zhou, Arjan Kuijper, Christoph Busch
2010 Face Recognition  
The human face is one of the most important biometric modalities for automatic authentication. Three-dimensional face recognition exploits facial surface information.  ...  A sufficiently precise 3D face scan can be accomplished in several milliseconds. 3D face recognition shows a better recognition performance than 2D face recognition and other kinds of biometrics modalities  ... Template Protection For 3D Face Recognition 323 Experimental Results We have implemented HDS in the 3D face recognition system.  ... 
doi:10.5772/8942 fatcat:idsvhih2y5dpbggrnbrsj2rapy

A Survey on Human Ear Recognition System Based on 2D and 3D Ear Images

Durgesh Singh, Sanjay Singh
2014 Open Journal of Information Security and Applications  
The ear recognition does not suffer from some problems associated with other passive biometrics, such as face recognition and the ear shape very stable with respect to age.  ...  Further, the ear can be used for human recognition in surveillance videos where the face may be occluded completely or in part.  ...  with the face for enhanced recognition known as multi-biometrics techniques Ear biometrics can be highly accepted biometrics by users in possible access control applications and government security such  ... 
doi:10.15764/isa.2014.02003 fatcat:j3r5pv7tc5hcjez4sryabgqduq

3D Skull Recognition Using 3D Matching Technique [article]

Hamdan.O.Alanazi, B.B Zaidan, A.A Zaidan
2010 arXiv   pre-print
In this paper the problem of person recognition and verification based on a different biometric application has been addressed.  ...  The system is based on the 3DSkull recognition using 3D matching technique, in fact this paper present several bio-metric approaches in order of assign the weak point in term of used the biometric from  ...  Dr.Khalid Alhazmi , Dr.Abdullah Al-Afnan, Dr.Ibrahim Al-Dubaian and all the staff in king Saud University especially in Applied Medical Science In "Al-Majmah" for thier unlimited support, without thier  ... 
arXiv:1001.3502v1 fatcat:e7ynvxaunngspdqx5w2fchueiq

Applications of Client Identity Information for Face Antispoofing

2015 International Journal of Science and Research (IJSR)  
Lately, facial biometric frameworks have gotten expanded organization in different applications, for example, reconnaissance, access control and measurable examinations.  ...  Along these lines, the present methodology is to coordinate liveness recognition inside of facial biometrics by utilizing life sign markers of individual elements.  ...  These impediments of still photos are frequently misused in liveness recognition for facial biometrics.  ... 
doi:10.21275/v4i11.nov151128 fatcat:d4l6vxwaqvdxfnwqjru456eyj4

Recent Advances in Biometric Systems: A Signal Processing Perspective

Natalia A Schmid, Stephanie Schuckers, Jonathon Phillips, Kevin Bowyer
2010 EURASIP Journal on Advances in Signal Processing  
In "Evolutionary discriminant feature extraction with application to face recognition," Lu et al. present a technique that searches for subspaces to represent faces.  ...  In "Facial expression biometrics using statistical shape models," Shark et al. perform face recognition by combining 3D range images and expression.  ...  In "Evolutionary discriminant feature extraction with application to face recognition," Lu et al. present a technique that searches for subspaces to represent faces.  ... 
doi:10.1155/2009/128752 fatcat:k2tlxamk6fdxfaikrwuxtwsfgm

A Supervised Hybrid Methodology for Pose and Illumination Invariant 3D Face Recognition

Nita M.Thakare, V.M. Thakare
2012 International Journal of Computer Applications  
The system is evaluated on the 3D face databases, the CASIA database. The proposed system provides recognition accuracy that is resulted in to an efficient 3D face recognition system.  ...  The 2D face recognition systems encounter difficulties in recognizing faces with illumination variations.  ...  The CASIA 3D face database is used for this face recognition system.  ... 
doi:10.5120/7537-474 fatcat:suoy6tto6bbkbhmm5uy3bhum5m

Robust Facial Data Recognition using Multimodal Fusion Features in Multi-Variant Face Acquisition

A. Manchula, S. Arumugam
2013 International Journal of Computer Applications  
It quickly eliminates a large number of candidate faces at an early stage for efficient recognition for known faces as attributes.  ...  Existing work presented a multimodal (2D and 3D) face recognition algorithm by way of performing hybrid matching which was based on both feature and holistic metrics.  ...  Performance of FAR for multimodal face recognition and feature based multimodal face recognition systems.  ... 
doi:10.5120/10676-5548 fatcat:b3dk7ls5ufeyhipdyigyyeeble


Jherna Devi, Sajida Parveen, Nadeem Naeem, NidaHusan Abbas
2017 International Journal of Advanced Research  
VIII. 3D model The utilization of 3D data in face recognition has recently been pulling in consistently expanding levels of consideration in the biometric group.  ...  The use of 3D information in face recognition has lately been attracting ever increasing levels of attention in the biometrics community.  ... 
doi:10.21474/ijar01/5290 fatcat:gk5r7q4gpbfadh4ix5su7eqodq

Biometrics in Forensic Science: Challenges, Lessons and New Technologies [chapter]

Massimo Tistarelli, Enrico Grosso, Didier Meuwly
2014 Lecture Notes in Computer Science  
For these reasons it is envisaged that, in the near future, 3D face acquisition and matching can be successfully employed in forensic applications as well.  ...  EU COST IC1106 network. 3D TO 2D FACE RECOGNITION The analysis of 3D face data is very promising in improving the identification performances of individuals. 3D acquisition systems are also becoming  ... 
doi:10.1007/978-3-319-13386-7_12 fatcat:ooujukurzrhlrff4mhhm5fakbu

Towards Unconstrained Face Recognition Using 3D Face Model [chapter]

Zahid Riaz, M. Saquib, Michael Beetz
2011 Biometric Systems, Design and Applications  
In this chapter we focus on an unconstrained face recognition system and also study other soft biometric traits of human faces which can be useful for man machine interaction applications.  ...  Recognition Using 3D Face Model 7 Biometric Systems, Design and 84 Towards Unconstrained Face Recognition Using 3D Face Model 9 Table 2 . 2 Comparison of  ...  /biometric-systems-design-and-applications/towardsunconstrained-face-recognition-using-3d-face-model  ... 
doi:10.5772/17340 fatcat:4eu2dabdzbf3nm6ronineo33py
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