PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Norman Poh

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Number of EPrints submitted by this user: 19

F-ratio Client-Dependent Normalisation For Biometric Authentication Tasks
Norman Poh and Samy Bengio
In: ICASSP(2004).

Towards Predicting Optimal Subsets of Base Classifiers in Biometric Authentication Tasks
Norman Poh and Samy Bengio
In: Machine Learning for Multimodal Interactions: First International Workshop, 21-23 June 2004, Martigny, Switzerland.

Improving Single Modal and Multimodal Biometric Authentication Using F-ratio Client-Dependent Normalisation
Norman Poh and Samy Bengio
IEEE Trans. on Pattern Recognition and Machine Intelligence 2004.

Noise-Robust Multi-Stream Fusion for Text-Independent Speaker Authentication
Norman Poh and Samy Bengio
In: The Speaker and Language Recognition Workshop (Odyssey) 2004, 31 May – 4 June 2004, Toledo, Spain.

How Do Correlation and Variance of Base Classifiers Affect Fusion in Biometric Authentication Tasks?
Norman Poh and Samy Bengio
IEEE Trans. on Signal Processing 2005.

An Investigation of Spectral Subband Centroids for Speaker Authentication
Norman Poh and Samy Bengio
In: 1st Int'l Conf. Biometric Authentication (ICBA), 15 – 17 July 2004, Hong Kong.

Why Do Multi-Stream, Multi-Band and Multi-Modal Approaches Work on Biometric User Authentication Tasks?
Norman Poh and Samy Bengio
In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2004), 17-21 May 2004, Montreal.

Non-Linear Variance Reduction Techniques in Biometric Authentication
Norman Poh and Samy Bengio
In: Mulitmodal User Authentication Workshop (MMUA) 2003, 11-12 December 2003, Santa Barbara, California.

Improving Face Authenticaion using Virtual Samples
Norman Poh and Samy Bengio
In: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2003), 6-10 April 2003, Hong Kong.

A Score-Level Fusion Benchmark Database For Biometric Authentication
Norman Poh and Samy Bengio
In: Audio- and Video-based Biometric Person Authentication, AVBPA, 20-22 July 2005, New York.

Improving Fusion with Margin-Derived Confidence In Biometric Authentication Tasks
Norman Poh and Samy Bengio
In: Audio- and Video-based Biometric Person Authentication (AVBPA2005), 20-22 July 2005, New York.

A Novel Approach to Combining Client-Dependent and Confidence Information in Multimodal Biometricactive
Norman Poh and Samy Bengio
In: Audio- and Video-based Biometric Person Authentication (AVBPA2005), 20-22 July 2005, New York.

Database, Protocols and Tools for Evaluating Score-Level Fusion Algorithms in Biometric Authentication
Norman Poh and Samy Bengio
Pattern Recognition Volume 53, Number 11, 4384-4396, 2006.

Can Chimeric Persons Be Used in Multimodal Biometric Authentication Experiments?
Norman Poh and Samy Bengio
In: Multimodal Interaction and Related Machine Learning Algorithms, 11-13 July 2005, Edinburgh.

EER of Fixed and Trainable Classifiers: A Theoretical Study with Application to Biometric Authentication Tasks
Norman Poh and Samy Bengio
In: Multiple Classifier Systems, June 13-15 2005, California, USA.

Using Chimeric Users to Construct Fusion Classifiers in Biometric Authentication Tasks: An Investigation
Norman Poh and Samy Bengio
In: ICASSP 2006, 14-19 May, 2006, Toulouse, France.

Performance Generalization in Biometric Authentication Using Joint User-Specific and Sample Bootstraps
Norman Poh and Samy Bengio
IEEE Trans. Pattern Analysis and Machine Intelligence 2006.

Multi-system Biometric Authentication: Optimal Fusion and User-Specific Information
Norman Poh
(2006) PhD thesis, Swiss Federal Institute of Technology in Lausanne (EPFL).

Revisiting Doddington’s Zoo: A Systematic Method to Assess User-Dependent Variabilities
Norman Poh, Arun Ross and Samy Bengio
In: Multimodal User Authentication Workshop (MMUA), 11-12 May, 2006, Toulouse.