An evaluation of multimodal 2D+ 3D face biometrics

KI Chang, KW Bowyer, PJ Flynn - IEEE transactions on pattern …, 2005 - ieeexplore.ieee.org
We report on the largest experimental study to date in multimodal 2D+ 3D face recognition,
involving 198 persons in the gallery and either 198 or 670 time-lapse probe images. PCA …

Multimodal 2D and 3D biometrics for face recognition

KI Chang, KW Bowyer, PJ Flynn - 2003 IEEE International SOI …, 2003 - ieeexplore.ieee.org
Results are presented for the largest experimental study to date that investigates the
comparison and combination of 2D and 3D face data for biometric recognition. To our …

[PDF][PDF] Face recognition using 2D and 3D facial data

KI Chang, KW Bowyer, PJ Flynn - Workshop in Multidimonal User …, 2003 - Citeseer
Results are presented for the largest experimental study to date that investigates the
comparison and combination of 2D and 3D face recognition. To our knowledge, this is also …

A survey of approaches and challenges in 3D and multi-modal 3D+ 2D face recognition

KW Bowyer, K Chang, P Flynn - Computer vision and image understanding, 2006 - Elsevier
This survey focuses on recognition performed by matching models of the three-dimensional
shape of the face, either alone or in combination with matching corresponding two …

An efficient multimodal 2D-3D hybrid approach to automatic face recognition

A Mian, M Bennamoun, R Owens - IEEE transactions on pattern …, 2007 - ieeexplore.ieee.org
We present a fully automatic face recognition algorithm and demonstrate its performance on
the FRGC v2. 0 data. Our algorithm is multimodal (2D and 3D) and performs hybrid (feature …

The florence 2d/3d hybrid face dataset

AD Bagdanov, A Del Bimbo, I Masi - Proceedings of the 2011 joint ACM …, 2011 - dl.acm.org
This article describes a new dataset under construction at the Media Integration and
Communication Center and the University of Florence. The dataset consists of high …

3D-2D face recognition with pose and illumination normalization

IA Kakadiaris, G Toderici, G Evangelopoulos… - Computer Vision and …, 2017 - Elsevier
In this paper, we propose a 3D-2D framework for face recognition that is more practical than
3D-3D, yet more accurate than 2D-2D. For 3D-2D face recognition, the gallery data …

Recent advances on singlemodal and multimodal face recognition: a survey

H Zhou, A Mian, L Wei, D Creighton… - … on Human-Machine …, 2014 - ieeexplore.ieee.org
High performance for face recognition systems occurs in controlled environments and
degrades with variations in illumination, facial expression, and pose. Efforts have been …

4dfab: A large scale 4d database for facial expression analysis and biometric applications

S Cheng, I Kotsia, M Pantic… - Proceedings of the …, 2018 - openaccess.thecvf.com
The progress we are currently witnessing in many computer vision applications, including
automatic face analysis, would not be made possible without tremendous efforts in collecting …

Lock3dface: A large-scale database of low-cost kinect 3d faces

J Zhang, D Huang, Y Wang… - … Conference on Biometrics …, 2016 - ieeexplore.ieee.org
In this paper, we present a large-scale database consisting of low cost Kinect 3D face
videos, namely Lock3DFace, for 3D face analysis, particularly for 3D Face Recognition (FR) …