Facial feature detection and face recognition from 2D and 3D images

Y Wang, CS Chua, YK Ho - Pattern Recognition Letters, 2002 - Elsevier
face recognition system based on both 3D range data as well as 2D gray-level facial images.
… in the 2D domain and Point Signature in the 3D domain. Extracted shape features from …

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

KI Chang, KW Bowyer, PJ Flynn - Workshop in Multidimonal User …, 2003 - Citeseer
… of a given subject yielding 951 pairs of 2D and 3D images. Using a PCA-… for 2D and for
3D, we find that 3D outperforms 2D. However, we also find a multi-modal rank-one recognition

Face recognition from 2D and 3D images using 3D Gabor filters

Y Wang, CS Chua - Image and vision computing, 2005 - Elsevier
… the 3D spatial domain. Therefore, we aim to investigate … 3D Gabor filter in the spatial domain
for face recognition applications. Various approaches in the domain of 2D face recognition

2D and 3D face recognition: A survey

AF Abate, M Nappi, D Riccio, G Sabatino - Pattern recognition letters, 2007 - Elsevier
… Moreover, they are not suitable for a single model image recognition task, because
multiple model images per person are necessary in order for training the system to “optimal” …

2D and 3D face recognition using convolutional neural network

H Hu, SAA Shah, M Bennamoun… - TENCON 2017-2017 …, 2017 - ieeexplore.ieee.org
… as a 3D shape recognition method for 3D face recognition. For 2.5D depth images, classical
2D face recognitionimages. Pan et al. [16] combined Eigenfaces and PCA for classification. …

Integrated 2d and 3d images for face recognition

Y Wang, CS Chua, YK Ho, Y Ren - … Conference on Image …, 2001 - ieeexplore.ieee.org
… In our system, corresponding 3D range images and 2D gray-level images can be obtained
… a face recognition algorithm using corresponding range and gray-level facial images. It can …

Robust face recognition from 2D and 3D images using structural Hausdorff distance

Y Wang, CS Chua - Image and Vision Computing, 2006 - Elsevier
… which reduces the amount of facial information. This paper focuses on tackling the face
recognition problems caused by view variations and facial expression variations and designing a …

Strategies and benefits of fusion of 2D and 3D face recognition

M Husken, M Brauckmann, S Gehlen… - … Pattern Recognition …, 2005 - ieeexplore.ieee.org
… In this section we define some basic notations in the domain of 2D and 3D face recognition,
… that in addition to single 2D images of the subject’s face general 3D knowledge about …

Multimodal 2D and 3D biometrics for face recognition

KI Chang, KW Bowyer, PJ Flynn - 2003 IEEE International SOI …, 2003 - ieeexplore.ieee.org
face recognition using multiple sensors (CCD and range finder). Each sensor captures different
aspects of facial features, 2D … in 2D images and point signatures in the 3D range data to …

A survey of 3D face recognition methods

A Scheenstra, A Ruifrok, RC Veltkamp - … 2005, Hilton Rye Town, NY, USA …, 2005 - Springer
… proposed to use a 3D morphable model for face recognition on 2D images [25–27]. … a
recognition rate of 99.8% for neutral frontal images and a recognition rate of 89% for profile images