Fabien Cardinaux, Conrad Sanderson, Sebastien Marcel  Home/Search
Context Related
| anu.edu.au/~conrad...aux_avbpa_2003.pdf Cached: PS.gz PS PDF This document uses CoBlitz to cache paper downloads. If your firewall is blocking outgoing connections to port 3125, you can use these links to download local copies.
Image Update HelpPS.gz PS PDF From: anu.edu.au/~conrad/cs/papers/ (more) (Enter author homepages) |
Rate this article:      (best)Comment on this article |
Abstract: We compare two classifier approaches, namely classifiers based on Multi Layer Perceptrons (MLPs) and Gaussian Mixture Models (GMMs), for use in a face verification system. The comparison is carried out in terms of performance, robustness and practicability. Apart from structural di#erences, the two approaches use di#erent training criteria; the MLP approach uses a discriminative criterion, while the GMM approach uses a combination of Maximum Likelihood (ML) and Maximum a Posteriori (MAP) ... (Update)
Cited by: More
OnTransforming Statistical Models for Non-Frontal Face.. - Sanderson, Bengio, Gao (2006) (Correct)
User Authentication via Adapted Statistical Models of.. - Cardinaux, Sanderson.. (2006) (Correct)
A Study of Local Features for Unconstrained Parts Based Face.. - Sanderson, al. (2006) (Correct)
Similar documents (at the sentence level):
74.3%: Comparison of MLP and GMM Classifiers for Face.. - Cardinaux, Sanderson.. (2003) (Correct)
Active bibliography (related documents): More All
0.2: Improving Face Verification using Skin Color Information - Marcel, Bengio (2002) (Correct)
0.2: Automatic Person Verification Using Speech and Face Information - Sanderson (2002) (Correct)
0.1: Robust Features for Frontal Face Authentication in Difficult .. - Sanderson, Bengio (2003) (Correct)
Similar documents based on text: More All
0.7: Face Verification Using Adapted Generative Models - Fabien Cardinaux Conrad (2004) (Correct)
0.6: Face Authentication Competition on the BANCA Database - Messer, Kittler, Sadeghi, .. (2004) (Correct)
0.4: Adapted Generative Models for Face Verification - Cardinaux, Sanderson, Bengio (2003) (Correct)
Related documents from co-citation: More All
21: Pattern Classification (context) - Duda, Hart - 1973
21: Maximum a-posteriori estimation for multivariate Gaussian mixture observations o.. - Gauvain, Lee - 1994
20: Maximum Likelihood from Incomplete Data via the EM Algorithm (context) - Dempster, Laird et al. - 1977
BibTeX entry: (Update)
F. Cardinaux, C. Sanderson and S. Marcel, "Comparison of MLP and GMM Classifiers for Face Verification on XM2VTS", IDIAP-RR 03-10, Martigny, Switzerland, 2003. http://citeseer.ist.psu.edu/cardinaux03comparison.html More
@misc{ cardinaux03comparison,
author = "F. Cardinaux and C. Sanderson and S. Marcel",
title = "Comparison of MLP and GMM Classifiers for Face Verification on XM2VTS",
text = "F. Cardinaux, C. Sanderson and S. Marcel, Comparison of MLP and GMM Classifiers
for Face Verification on XM2VTS, IDIAP-RR 03-10, Martigny, Switzerland,
2003.",
year = "2003",
url = "citeseer.ist.psu.edu/cardinaux03comparison.html" }
Citations (may not include all citations):2528 Maximum likelihood from incomplete data via the EM algorithm (context) - Dempster, Laird et al. - 1977
574 Pattern Classification (context) - Duda, Hart et al. - 2001
335 Neural Network-Based Face Detection - Rowley, Baluja et al. - 1998
148 Digital Image Processing (context) - Gonzales, Woods - 1993
105 Speaker Verification Using Adapted Gaussian Mixture Models (context) - Reynolds, Quatieri et al. - 2000
90 The DET Curve in Assessment of Detection Task Performance - Martin, Doddington et al. - 1997
34 Recognition of JPEG Compressed Face Images Based on Statisti.. (context) - Eickeler, Muller et al. - 2000
23 Torch: a modular machine learning software library - Collobert, Bengio et al. - 2002
22 Combining Evidence in Personal Identity Verification Systems - Kittler, Matas et al. - 1997
20 Polynomial Features for Robust Face Authentication - Sanderson, Paliwal - 2002
18 Multi-modal identity verification using expert fusion - Verlinde, Chollet et al. - 2000
17 Automatic Person Verification Using Speech and Face Informat.. - Sanderson - 2002
11 A Fast and Accurate Face Detector Based on Neural Networks (context) - Feraud, Bernier et al. - 2001
10 Evaluation Protocol Extended MVT Database (context) - Matre, for et al. - 1998
The graph only includes citing articles where the year of publication is known.
Documents on the same site (http://users.rsise.anu.edu.au/~conrad/cs/papers/): More
The VidTIMIT Database - Sanderson (2002) (Correct)
Augmenting Frontal Face Models for Non-Frontal Verification - Sanderson, Bengio (2003) (Correct)
On Classifying Silhouettes in Adverse Conditions - Sanderson, Gibbins (2004) (Correct)
Online articles have much greater impact More about CiteSeer.IST Add search form to your site Submit documents Feedback
CiteSeer.IST - Copyright Penn State and NEC