Using Support Vector Machines to enhance the performance of elastic graph matching for frontal face authentication

IEEE Transactions on Pattern Analysis and Machine Intelligence

Volumn 23, Issue 7, 2001, Pages 735-746

  Tefas, Anastasios ^a,b   Kotropoulos, Constantine ^a,b   Pitas, Loannis ^a,b  

^a IEEE   (Greece)

^b ARISTOTLE UNIVERSITY OF THESSALONIKI   (Greece)

Author keywords

Constrained least squares optimization; Elastic graph matching; Face authentication; Fisher's discriminant ratio; Support Vector Machines

Indexed keywords

ELASTIC GRAPH MATCHING; VECTOR MACHINES;

CONSTRAINT THEORY; DATABASE SYSTEMS; GRAPHIC METHODS; OPTIMIZATION; PATTERN RECOGNITION;

FACE RECOGNITION;

EID: 0035394251     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/34.935847     Document Type: Article

References (35)

1. Human and machine recognition of faces: A survey
2. Matching pursuit filters applied to face identification
3. Distortion invariant object recognition in the dynamic link architecture
4. Phantom faces for face analysis
5. Face recognition: Eigenface, elastic matching and neural nets
6. Application of the Karhunen-Loeve procedure for the characterization of faces
7. Eigenfaces for recognition
8. Face recognition using unsupervised feature extraction
9. Auto-association by multilayer perceptrons and singular value decomposition
10. A feature-based approach to face recognition
11. Face recognition by elastic bunch graph matching
12. Object recognition robust under translations, deformations, and changes in background
13. Frontal face authentication using morphological elastic graph matching
14. Morphological elastic graph matching applied to frontal face authentication under well-controlled and real conditions
15. Support-vector networks
16. A tutorial on support vector machines for pattern recognition
17. The M2VTS multimodal face database
18. Using discriminant eigen-features for image retrieval
19. Eigenfaces vs. Fisherfaces: Recognition using class specific linear projection
20. Discriminant analysis for recognition of human faces
21. Face authentication with Gabor information on deformable graphs
22. An algorithm for the learning of weights in discrimination functions using a priori constraints
23. Human face detection in a complex background
24. Rule-based face detection in frontal views
25. Regularization networks and support vector machines
26. Comparing support vector machines with Gaussian Kernels to radial basis function classifiers
27. Support vector machines: Training and applications
28. Frontal face authentication using discriminating grids with morphological feature vectors
29. Image-based multimodal face authentication