User profiles for Roy Wallace

Roy Wallace

Idiap Research Institute
Verified email at ieee.org
Cited by 935

Bob: a free signal processing and machine learning toolbox for researchers

A Anjos, L El-Shafey, R Wallace, M Günther… - Proceedings of the 20th …, 2012 - dl.acm.org
Bob is a free signal processing and machine learning toolbox originally developed by the
Biometrics group at Idiap Research Institute, Switzerland. The toolbox is designed to meet the …

A phonetic search approach to the 2006 NIST spoken term detection evaluation

R Wallace, R Vogt, S Sridharan - … of the 8th Annual Conference of …, 2007 - eprints.qut.edu.au
This paper details the submission from the Speech and Audio Research Lab of Queensland
University of Technology (QUT) to the inaugural 2006 NIST Spoken Term Detection …

Inter-session variability modelling and joint factor analysis for face authentication

R Wallace, M McLaren, C McCool… - 2011 International Joint …, 2011 - ieeexplore.ieee.org
This paper applies inter-session variability modelling and joint factor analysis to face
authentication using Gaussian mixture models. These techniques, originally developed for speaker …

A scalable formulation of probabilistic linear discriminant analysis: Applied to face recognition

L El Shafey, C McCool, R Wallace… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
In this paper, we present a scalable and exact solution for probabilistic linear discriminant
analysis (PLDA). PLDA is a probabilistic model that has been shown to provide state-of-the-art …

Session variability modelling for face authentication

C McCool, R Wallace, M McLaren, L El Shafey… - IET …, 2013 - Wiley Online Library
This study examines session variability modelling for face authentication using Gaussian
mixture models. Session variability modelling aims to explicitly model and suppress detrimental …

An open source framework for standardized comparisons of face recognition algorithms

M Günther, R Wallace, S Marcel - … : Florence, Italy, October 7-13, 2012 …, 2012 - Springer
In this paper we introduce the facereclib, the first software library that allows to compare a
variety of face recognition algorithms on most of the known facial image databases and that …

Cross-pollination of normalization techniques from speaker to face authentication using Gaussian mixture models

R Wallace, M McLaren, C McCool… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
This paper applies score and feature normalization techniques to parts-based Gaussian mixture
model (GMM) face authentication. In particular, we propose to utilize techniques that are …

Score calibration in face recognition

MI Mandasari, M Günther, R Wallace, R Saeidi… - Iet …, 2014 - Wiley Online Library
An evaluation of the verification and calibration performance of a face recognition system
based on inter‐session variability modelling is presented. As an extension to calibration …

Spoken term detection using fast phonetic decoding

R Wallace, R Vogt, S Sridharan - 2009 IEEE International …, 2009 - ieeexplore.ieee.org
While spoken term detection (STD) systems based on word indices provide good accuracy,
there are several practical applications where it is infeasible or too costly to employ an …

Optimising figure of merit for phonetic spoken term detection

R Wallace, R Vogt, B Baker… - 2010 IEEE International …, 2010 - ieeexplore.ieee.org
This paper introduces a novel technique to directly optimise the Figure of Merit (FOM) for
phonetic spoken term detection. The FOM is a popular measure of STD accuracy, making it an …