Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection
IEEE Transactions on Pattern Analysis and Machine Intelligence
FG '98 Proceedings of the 3rd. International Conference on Face & Gesture Recognition
3D Human Face Recognition Using Point Signature
FG '00 Proceedings of the Fourth IEEE International Conference on Automatic Face and Gesture Recognition 2000
Face Recognition Based on Fitting a 3D Morphable Model
IEEE Transactions on Pattern Analysis and Machine Intelligence
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
Three-Dimensional Model Based Face Recognition
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 1 - Volume 01
Integrating Range and Texture Information for 3D Face Recognition
WACV-MOTION '05 Proceedings of the Seventh IEEE Workshops on Application of Computer Vision (WACV/MOTION'05) - Volume 1 - Volume 01
An Evaluation of Multimodal 2D+3D Face Biometrics
IEEE Transactions on Pattern Analysis and Machine Intelligence
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
Neighborhood Preserving Embedding
ICCV '05 Proceedings of the Tenth IEEE International Conference on Computer Vision - Volume 2
Feature-based similarity search in 3D object databases
ACM Computing Surveys (CSUR)
Content-based retrieval of 3D models
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Face Description with Local Binary Patterns: Application to Face Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
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 content based 3D shape retrieval methods
Multimedia Tools and Applications
Correlative linear neighborhood propagation for video annotation
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
3D model comparison using spatial structure circular descriptor
Pattern Recognition
3D face recognition with sparse spherical representations
Pattern Recognition
3D Face Recognition Using Simulated Annealing and the Surface Interpenetration Measure
IEEE Transactions on Pattern Analysis and Machine Intelligence
View-based 3D model retrieval with probabilistic graph model
Neurocomputing
Robust 3D Face Recognition by Local Shape Difference Boosting
IEEE Transactions on Pattern Analysis and Machine Intelligence
3D Face Recognition Using Isogeodesic Stripes
IEEE Transactions on Pattern Analysis and Machine Intelligence
3D model retrieval using weighted bipartite graph matching
Image Communication
Using Facial Symmetry to Handle Pose Variations in Real-World 3D Face Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Region Ensemble for 3-D Face Recognition
IEEE Transactions on Information Forensics and Security
Video Annotation Based on Kernel Linear Neighborhood Propagation
IEEE Transactions on Multimedia
Image Annotation by Graph-Based Inference With Integrated Multiple/Single Instance Representations
IEEE Transactions on Multimedia
Orthogonal Laplacianfaces for Face Recognition
IEEE Transactions on Image Processing
Less is More: Efficient 3-D Object Retrieval With Query View Selection
IEEE Transactions on Multimedia
Robust sparse bounding sphere for 3D face recognition
Image and Vision Computing
Iterative Closest Normal Point for 3D Face Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
3D Face Discriminant Analysis Using Gauss-Markov Posterior Marginals
IEEE Transactions on Pattern Analysis and Machine Intelligence
3D Face Recognition under Expressions, Occlusions, and Pose Variations
IEEE Transactions on Pattern Analysis and Machine Intelligence
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A new framework is proposed for 3D face recognition, called Rigid-area Orthogonal Spectral Regression (ROSR). We utilize the depth images of 3D facial rigid area for efficiently discriminant feature extraction. The framework can effectively estimate the regression matrix to describe intrinsic facial surface features. Large expressions, treated as non-rigid transformations, along with data noise, are the major obstacles that significantly deteriorate the facial linear structure. In our framework, we first utilize the curvature information to remove the non-rigid areas in the 3D face images. Orthogonality can minimize the reconstruction errors and Spectral Regression can accurately describe the manifold structure of the samples. We take these advantages into consideration and propose the ROSR framework, employed for 3D face recognition. Additionally, regression analysis is much faster than the traditional methods. CASIA, Bosphorus and FRGC 3D face databases are introduced for experimental evaluation. Compared with the other commonly used algorithms, our framework has a consistently better performance in terms of efficiency and robustness.