A Method for Enforcing Integrability in Shape from Shading Algorithms
IEEE Transactions on Pattern Analysis and Machine Intelligence
An Algorithm for the Learning of Weights in Discrimination Functions Using a Priori Constraints
IEEE Transactions on Pattern Analysis and Machine Intelligence
Object Recognition Robust Under Translations, Deformations, and Changes in Background
IEEE Transactions on Pattern Analysis and Machine Intelligence
Face Recognition by Elastic Bunch Graph Matching
IEEE Transactions on Pattern Analysis and Machine Intelligence
Automatic Classification of Single Facial Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Distortion Invariant Object Recognition in the Dynamic Link Architecture
IEEE Transactions on Computers
Online Facial Expression Recognition Based on Personalized Galleries
FG '98 Proceedings of the 3rd. International Conference on Face & Gesture Recognition
The FERET Verification Testing Protocol for Face Recognition Algorithms
FG '98 Proceedings of the 3rd. International Conference on Face & Gesture Recognition
FG '98 Proceedings of the 3rd. International Conference on Face & Gesture Recognition
Coding Facial Expressions with Gabor Wavelets
FG '98 Proceedings of the 3rd. International Conference on Face & Gesture Recognition
Classifying Facial Attributes Using a 2-D Gabor Wavelet and Discriminant Analysis
FG '00 Proceedings of the Fourth IEEE International Conference on Automatic Face and Gesture Recognition 2000
Overview of the Face Recognition Grand Challenge
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
Design Issues for a Colour Photometric Stereo System
Journal of Mathematical Imaging and Vision
Multiple Nose Region Matching for 3D Face Recognition under Varying Facial Expression
IEEE Transactions on Pattern Analysis and Machine Intelligence
Face recognition from a single image per person: A survey
Pattern Recognition
Generalized elastic graph matching for face recognition
Pattern Recognition Letters
IEEE Transactions on Pattern Analysis and Machine Intelligence
An Efficient Multimodal 2D-3D Hybrid Approach to Automatic Face Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Journal of Cognitive Neuroscience
A survey of approaches and challenges in 3D and multi-modal 3D+2D face recognition
Computer Vision and Image Understanding
Nonlinear non-negative component analysis algorithms
IEEE Transactions on Image Processing
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Shape-Driven Gabor Jets for Face Description and Authentication
IEEE Transactions on Information Forensics and Security
Learning Discriminant Person-Specific Facial Models Using Expandable Graphs
IEEE Transactions on Information Forensics and Security
3-D Face Recognition With the Geodesic Polar Representation
IEEE Transactions on Information Forensics and Security - Part 2
3-D Face Recognition Based on Warped Example Faces
IEEE Transactions on Information Forensics and Security - Part 2
Frontal face authentication using discriminating grids withmorphological feature vectors
IEEE Transactions on Multimedia
IEEE Transactions on Multimedia
Discriminant Graph Structures for Facial Expression Recognition
IEEE Transactions on Multimedia
Learning from examples in the small sample case: face expression recognition
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
IEEE Transactions on Pattern Analysis and Machine Intelligence
Face authentication with Gabor information on deformable graphs
IEEE Transactions on Image Processing
Frontal face authentication using morphological elastic graph matching
IEEE Transactions on Image Processing
Expression-Invariant Representations of Faces
IEEE Transactions on Image Processing
IEEE Transactions on Neural Networks
Action recognition with exemplar based 2.5d graph matching
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
| Hi-index | 0.00 |
In this paper, we propose novel elastic graph matching (EGM) algorithms for face recognition assisted by the availability of 3D facial geometry. More specifically, we conceptually extend the EGM algorithm in order to exploit the 3D nature of human facial geometry for face recognition/verification. In order to achieve that, first we extend the matching module of the EGM algorithm in order to capitalize on the 2.5D facial data. Furthermore, we incorporate the 3D geometry into the multiscale analysis used and build a novel geodesic multiscale morphological pyramid of dilations/erosions in order to fill the graph jets. We show that the proposed advances significantly enhance the performance of EGM algorithms. We demonstrate the efficiency of the proposed advances in the face recognition/verification problem using photometric stereo.