Matching score based face recognition

B.J. Boom; G.M. Beumer; Lieuwe Jan Spreeuwers; Raymond N.J. Veldhuis

Matching score based face recognition

B.J. Boom, G.M. Beumer, Lieuwe Jan Spreeuwers, Raymond N.J. Veldhuis

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic

1 Downloads (Pure)

Abstract

Accurate face registration is of vital importance to the performance of a face recognition algorithm. We propose a new method: matching score based face registration, which searches for optimal alignment by maximizing the matching score output of a classifier as a function of the different registration parameters (translation, rotation, scale). We compare this method with our previously developed methods, namely MLLL based on maximizing the likelihood ratio in combination with BILBO which corrects outliers in the found landmarks and a Viola-Jones based landmark detector. We determine the accuracy of the registration methods and give an indication of the speed of the methods. Futhermore, we investigate the influence of the registration on the task of face verification.

Original language	Undefined
Title of host publication	17th Annual Workshop on Circuits
Publisher	STW
Pages	1-4
Number of pages	4
ISBN (Print)	978-90-73461-44-4
Publication status	Published - 23 Nov 2006
Event	17th Annual Workshop on Circuits, Systems and Signal Processing, ProRISC 2006 - Veldhoven, Netherlands Duration: 23 Nov 2006 → 24 Nov 2006 Conference number: 17

Publication series

Name
Number	suppl 2

Workshop

Workshop	17th Annual Workshop on Circuits, Systems and Signal Processing, ProRISC 2006
Abbreviated title	ProRISC 2006
Country/Territory	Netherlands
City	Veldhoven
Period	23/11/06 → 24/11/06

Keywords

EWI-8590
IR-63826
METIS-237796
SCS-Safety

Access to Document

http://eprints.eemcs.utwente.nl/secure2/8590/01/boom.pdf

Cite this

@inproceedings{deb1e81c0baf4d768c1d3c3e6067d165,

title = "Matching score based face recognition",

abstract = "Accurate face registration is of vital importance to the performance of a face recognition algorithm. We propose a new method: matching score based face registration, which searches for optimal alignment by maximizing the matching score output of a classifier as a function of the different registration parameters (translation, rotation, scale). We compare this method with our previously developed methods, namely MLLL based on maximizing the likelihood ratio in combination with BILBO which corrects outliers in the found landmarks and a Viola-Jones based landmark detector. We determine the accuracy of the registration methods and give an indication of the speed of the methods. Futhermore, we investigate the influence of the registration on the task of face verification.",

keywords = "EWI-8590, IR-63826, METIS-237796, SCS-Safety",

author = "B.J. Boom and G.M. Beumer and Spreeuwers, {Lieuwe Jan} and Veldhuis, {Raymond N.J.}",

year = "2006",

month = nov,

day = "23",

language = "Undefined",

isbn = "978-90-73461-44-4",

publisher = "STW",

number = "suppl 2",

pages = "1--4",

booktitle = "17th Annual Workshop on Circuits",

note = "17th Annual Workshop on Circuits, Systems and Signal Processing, ProRISC 2006 ; Conference date: 23-11-2006 Through 24-11-2006",

}

TY - GEN

T1 - Matching score based face recognition

AU - Boom, B.J.

AU - Beumer, G.M.

AU - Spreeuwers, Lieuwe Jan

AU - Veldhuis, Raymond N.J.

N1 - Conference code: 17

PY - 2006/11/23

Y1 - 2006/11/23

N2 - Accurate face registration is of vital importance to the performance of a face recognition algorithm. We propose a new method: matching score based face registration, which searches for optimal alignment by maximizing the matching score output of a classifier as a function of the different registration parameters (translation, rotation, scale). We compare this method with our previously developed methods, namely MLLL based on maximizing the likelihood ratio in combination with BILBO which corrects outliers in the found landmarks and a Viola-Jones based landmark detector. We determine the accuracy of the registration methods and give an indication of the speed of the methods. Futhermore, we investigate the influence of the registration on the task of face verification.

AB - Accurate face registration is of vital importance to the performance of a face recognition algorithm. We propose a new method: matching score based face registration, which searches for optimal alignment by maximizing the matching score output of a classifier as a function of the different registration parameters (translation, rotation, scale). We compare this method with our previously developed methods, namely MLLL based on maximizing the likelihood ratio in combination with BILBO which corrects outliers in the found landmarks and a Viola-Jones based landmark detector. We determine the accuracy of the registration methods and give an indication of the speed of the methods. Futhermore, we investigate the influence of the registration on the task of face verification.

KW - EWI-8590

KW - IR-63826

KW - METIS-237796

KW - SCS-Safety

M3 - Conference contribution

SN - 978-90-73461-44-4

SP - 1

EP - 4

BT - 17th Annual Workshop on Circuits

PB - STW

T2 - 17th Annual Workshop on Circuits, Systems and Signal Processing, ProRISC 2006

Y2 - 23 November 2006 through 24 November 2006

ER -