Variational non rigid image registration using exclusive f-information

Nicolas F. Rougon; Caroline Petitjean; Françoise Prêteux

Variational non rigid image registration using exclusive f-information

Nicolas F. Rougon
, Caroline Petitjean
, Françoise Prêteux

CNRS SAMOVAR UMR 5157

Résultats de recherche: Contribution à une conférence › Papier › Revue par des pairs

Résumé

We address the problem of robust non rigid image registration and focus our interest on similarity criteria based on generalized information measures within the Ali-Silvey class. We introduce exclusive f-information as a novel class of similarity functionals, and develop a generic variational framework for their optimization over non-parametric and parametric transform spaces. This approach is applied to blind non-rigid alignement of face images with arbitrary lighting conditions and complex deformations.

langue originale	Anglais
Pages	703-706
Nombre de pages	4
état	Publié - 17 déc. 2003
Modification externe	Oui
Evénement	Proceedings: 2003 International Conference on Image Processing, ICIP-2003 - Barcelona, Espagne Durée: 14 sept. 2003 → 17 sept. 2003

Une conférence

Une conférence	Proceedings: 2003 International Conference on Image Processing, ICIP-2003
Pays/Territoire	Espagne
La ville	Barcelona
période	14/09/03 → 17/09/03

Contient cette citation

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title = "Variational non rigid image registration using exclusive f-information",

abstract = "We address the problem of robust non rigid image registration and focus our interest on similarity criteria based on generalized information measures within the Ali-Silvey class. We introduce exclusive f-information as a novel class of similarity functionals, and develop a generic variational framework for their optimization over non-parametric and parametric transform spaces. This approach is applied to blind non-rigid alignement of face images with arbitrary lighting conditions and complex deformations.",

author = "Rougon, \{Nicolas F.\} and Caroline Petitjean and Fran{\c c}oise Pr{\^e}teux",

year = "2003",

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AU - Rougon, Nicolas F.

AU - Petitjean, Caroline

AU - Prêteux, Françoise

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N2 - We address the problem of robust non rigid image registration and focus our interest on similarity criteria based on generalized information measures within the Ali-Silvey class. We introduce exclusive f-information as a novel class of similarity functionals, and develop a generic variational framework for their optimization over non-parametric and parametric transform spaces. This approach is applied to blind non-rigid alignement of face images with arbitrary lighting conditions and complex deformations.

AB - We address the problem of robust non rigid image registration and focus our interest on similarity criteria based on generalized information measures within the Ali-Silvey class. We introduce exclusive f-information as a novel class of similarity functionals, and develop a generic variational framework for their optimization over non-parametric and parametric transform spaces. This approach is applied to blind non-rigid alignement of face images with arbitrary lighting conditions and complex deformations.

M3 - Paper

AN - SCOPUS:0344271948

SP - 703

EP - 706

T2 - Proceedings: 2003 International Conference on Image Processing, ICIP-2003

Y2 - 14 September 2003 through 17 September 2003

ER -

Variational non rigid image registration using exclusive f-information

Résumé

Une conférence

Empreinte digitale

Contient cette citation