Intelligent Biometric Information Fusion using Support Vector Machine

[1]  Robert Frischholz,et al.  BioID: A Multimodal Biometric Identification System , 2000, Computer.

[2]  Arun Ross,et al.  Information fusion in biometrics , 2003, Pattern Recognit. Lett..

[3]  Bernhard Schölkopf,et al.  New Support Vector Algorithms , 2000, Neural Computation.

[4]  Stefan Fischer,et al.  Person Authentication by Fusing Face and Speech Information , 1997, AVBPA.

[5]  John S. D. Mason,et al.  Integration of acoustic and visual speech for speaker recognition , 1993, EUROSPEECH.

[6]  Ioannis Pitas,et al.  Multimodal decision-level fusion for person authentication , 1999, IEEE Trans. Syst. Man Cybern. Part A.

[7]  Jiri Matas,et al.  Combining evidence in personal identity verification systems , 1997, Pattern Recognit. Lett..

[8]  Michael Geruso,et al.  An Analysis of the Use of Iris Recognition Systems in U.S. Travel Document Applications , 2002 .

[9]  Ching Y. Suen,et al.  Optimization of the SVM Kernels Using an Empirical Error Minimization Scheme , 2002, SVM.

[10]  Kuo-Chin Fan,et al.  Human face detection using geometric triangle relationship , 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

[11]  Bernhard Schölkopf,et al.  A tutorial on v-support vector machines , 2005 .

[12]  Stefan Fischer,et al.  Expert Conciliation for Multi Modal Person Authentication Systems by Bayesian Statistics , 1997, AVBPA.

[13]  Sudeep Sarkar,et al.  Comparison and Combination of Ear and Face Images in Appearance-Based Biometrics , 2003, IEEE Trans. Pattern Anal. Mach. Intell..

[14]  Chih-Jen Lin,et al.  A tutorial on?-support vector machines , 2005 .

[15]  David J. Kriegman,et al.  Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection , 1996, ECCV.

[16]  Anil K. Jain,et al.  Combining classifiers for face recognition , 2003, 2003 International Conference on Multimedia and Expo. ICME '03. Proceedings (Cat. No.03TH8698).

[17]  Arun Ross,et al.  Learning user-specific parameters in a multibiometric system , 2002, Proceedings. International Conference on Image Processing.

[18]  Josef Kittler,et al.  Combining multiple classifiers by averaging or by multiplying? , 2000, Pattern Recognit..

[19]  Anil K. Jain,et al.  Combining multiple matchers for a high security fingerprint verification system , 1999, Pattern Recognit. Lett..

[20]  Arun Ross,et al.  Performance enhancement of 2D face recognition via mosaicing , 2005, Fourth IEEE Workshop on Automatic Identification Advanced Technologies (AutoID'05).

[21]  Vladimir N. Vapnik,et al.  The Nature of Statistical Learning Theory , 2000, Statistics for Engineering and Information Science.

[22]  Patrick J. Flynn,et al.  Face Recognition Using 2D and 3D Facial Data , 2003 .

[23]  Josef Bigün,et al.  N-folded Symmetries by Complex Moments in Gabor Space and their Application to Unsupervised Texture Segmentation , 1994, IEEE Trans. Pattern Anal. Mach. Intell..

[24]  Javier Ortega-Garcia,et al.  Kernel-based multimodal biometric verification using quality signals , 2004, SPIE Defense + Commercial Sensing.

[25]  Arun Ross,et al.  A hybrid fingerprint matcher , 2003, Pattern Recognit..

[26]  Cheng-Chew Lim,et al.  An Implementation of Training Dual-nu Support Vector Machines , 2005 .

[27]  M. Davenport.  The 2nu-SVM: A Cost-Sensitive Extension of the nu-SVM , 2005 .

[28]  Roberto Brunelli,et al.  Person identification using multiple cues , 1995, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[29]  Jiri Matas,et al.  On Combining Classifiers , 1998, IEEE Trans. Pattern Anal. Mach. Intell..

[30]  Hyeonjoon Moon,et al.  The FERET Evaluation Methodology for Face-Recognition Algorithms , 2000, IEEE Trans. Pattern Anal. Mach. Intell..

[31]  Patrick Verlinde,et al.  Multi-modal identity verification using support vector machines (SVM) , 2000, Proceedings of the Third International Conference on Information Fusion.

[32]  Anil K. Jain,et al.  Integrating Faces and Fingerprints for Personal Identification , 1998, IEEE Trans. Pattern Anal. Mach. Intell..

[33]  Sargur N. Srihari,et al.  Decision Combination in Multiple Classifier Systems , 1994, IEEE Trans. Pattern Anal. Mach. Intell..

[34]  Ioannis Pavlidis,et al.  Infrared and visible image fusion for face recognition , 2004, SPIE Defense + Commercial Sensing.

[35]  Mayank Vatsa,et al.  Textural feature based face recognition for single training images , 2005 .

[36]  Thomas Wagner,et al.  SESAM: A biometric person identification system using sensor fusion , 1997, Pattern Recognit. Lett..

[37]  Arun Ross,et al.  Score normalization in multimodal biometric systems , 2005, Pattern Recognit..

[38]  Anil K. Jain,et al.  Decision-level fusion in fingerprint verification , 2001, Pattern Recognit..

[39]  Arun Ross,et al.  Feature level fusion of hand and face biometrics , 2005, SPIE Defense + Commercial Sensing.

[40]  E. Mayoraz,et al.  Fusion of face and speech data for person identity verification , 1999, IEEE Trans. Neural Networks.

[41]  Bir Bhanu,et al.  Statistical feature fusion for gait-based human recognition , 2004, CVPR 2004.

[42]  Gérard Chollet,et al.  Multi-modal identity verification using expert fusion , 2000, Inf. Fusion.

[43]  Helen C. Shen,et al.  Personal Verification Using Palmprint and Hand Geometry Biometric , 2003, AVBPA.