Face Recognition from 2D and 3D Images
AVBPA '01 Proceedings of the Third International Conference on Audio- and Video-Based Biometric Person Authentication
Use of depth and colour eigenfaces for face recognition
Pattern Recognition Letters
Multi-Modal 2D and 3D Biometrics for Face Recognition
AMFG '03 Proceedings of the IEEE International Workshop on Analysis and Modeling of Faces and Gestures
Depth Weighted Modified Hausdorff Distance for Range Face Recognition
CRV '04 Proceedings of the 1st Canadian Conference on Computer and Robot Vision
Recent advances in visual and infrared face recognition: a review
Computer Vision and Image Understanding
Matching 2.5D Face Scans to 3D Models
IEEE Transactions on Pattern Analysis and Machine Intelligence
A survey of approaches and challenges in 3D and multi-modal 3D + 2D face recognition
Computer Vision and Image Understanding
Real-Time Imaging - Special issue on multi-dimensional image processing
Multiple Nose Region Matching for 3D Face Recognition under Varying Facial Expression
IEEE Transactions on Pattern Analysis and Machine Intelligence
Three-dimensional view-invariant face recognition using a hierarchical pose-normalization strategy
Machine Vision and Applications
IEEE Transactions on Pattern Analysis and Machine Intelligence
2D and 3D face recognition: A survey
Pattern Recognition Letters
A 3D face and hand biometric system for robust user-friendly authentication
Pattern Recognition Letters
An Efficient Multimodal 2D-3D Hybrid Approach to Automatic Face Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Journal on Image and Video Processing
3D face recognition by point signatures and iso-contours
SPPR'07 Proceedings of the Fourth conference on IASTED International Conference: Signal Processing, Pattern Recognition, and Applications
3D Face Recognition by Local Shape Difference Boosting
ECCV '08 Proceedings of the 10th European Conference on Computer Vision: Part I
Range Facial Recognition with the Aid of Eigenface and Morphological Neural Networks
IDEAL '08 Proceedings of the 9th International Conference on Intelligent Data Engineering and Automated Learning
3D Facial Recognition with Soft Computing
Digital Human Modeling
An Expression Deformation Approach to Non-rigid 3D Face Recognition
International Journal of Computer Vision
A multimodal approach for 3D face modeling and recognition using 3D deformable facial mask
Machine Vision and Applications
On Decomposing an Unseen 3D Face into Neutral Face and Expression Deformations
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Faceprint: Fusion of Local Features for 3D Face Recognition
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Extracting Structured Topological Features from 3D Facial Surface: Approach and Applications
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
A survey of approaches and challenges in 3D and multi-modal 3D+2D face recognition
Computer Vision and Image Understanding
Three-dimensional facial surface modeling applied to recognition
Engineering Applications of Artificial Intelligence
Robust face recognition from 2D and 3D images using structural Hausdorff distance
Image and Vision Computing
3D face recognition by point signatures and iso-contours
SPPRA '07 Proceedings of the Fourth IASTED International Conference on Signal Processing, Pattern Recognition, and Applications
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
Robust face recognition using 2D and 3D data: Pose and illumination compensation
Pattern Recognition
Face recognition based on 2D and 3D features
KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part I
Discriminating 3D faces by statistics of depth differences
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part II
From 3D Point Clouds to Pose-Normalised Depth Maps
International Journal of Computer Vision
Integration of 2D and 3D images for enhanced face authentication
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
3D face recognition based on local shape patterns and sparse representation classifier
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part I
Robust 3D face recognition based on resolution invariant features
Pattern Recognition Letters
2.5D face recognition using Patch Geodesic Moments
Pattern Recognition
CSR'06 Proceedings of the First international computer science conference on Theory and Applications
Automatic 3d face recognition using discriminant common vectors
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
3D face recognition based on facial shape indexes with dynamic programming
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Soft computing based range facial recognition using eigenface
ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part IV
Exploring facial expression effects in 3d face recognition using partial ICP
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
Face recognition using 2d and 3d multimodal local features
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part I
Performance evaluation and prediction for 3d ear recognition
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
A survey of 3d face recognition methods
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Rank-Based decision fusion for 3d shape-based face recognition
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
3D face recognition based on g-h shape variation
SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
3D face recognition based on geometrical measurement
SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
3D face recognition using eigen-spectrum on the flattened facial surface
SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
3D facial image recognition using a nose volume and curvature based eigenface
GMP'06 Proceedings of the 4th international conference on Geometric Modeling and Processing
Learning effective intrinsic features to boost 3d-based face recognition
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
A review of recent advances in 3D ear- and expression-invariant face biometrics
ACM Computing Surveys (CSUR)
Robust sparse bounding sphere for 3D face recognition
Image and Vision Computing
A structured template based 3D face recognition approach
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
3D facial landmark localization via a local surface descriptor HoSNI
IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Retrieval of high-dimensional visual data: current state, trends and challenges ahead
Multimedia Tools and Applications
| Hi-index | 0.00 |
In this paper, we present a novel face recognition algorithm based on the Point Signature - a representation for free-form surfaces. We treat face recognition problem as a non-rigid object recognition problem. The rigid parts of the face of one person are extracted after registering the range data sets of faces having different facial expressions. These rigid parts are used to create a model library for efficient indexing. For a test face, models are indexed from the library and the most appropriate models are ranked according to their similarity with the test face. Verification of each model proceeds according to their ranking. In this way, the correct model face can be quickly and efficiently identified. Experimental results with range data involving six human subjects, each with four different facial expressions, have demonstrated the validity and effectiveness of our algorithm.