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

Research output: Contribution to conference › Paper › peer-review

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.

Original language	English
Pages	703-706
Number of pages	4
Publication status	Published - 17 Dec 2003
Externally published	Yes
Event	Proceedings: 2003 International Conference on Image Processing, ICIP-2003 - Barcelona, Spain Duration: 14 Sept 2003 → 17 Sept 2003

Conference

Conference	Proceedings: 2003 International Conference on Image Processing, ICIP-2003
Country/Territory	Spain
City	Barcelona
Period	14/09/03 → 17/09/03

Cite this

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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

PY - 2003/12/17

Y1 - 2003/12/17

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

Abstract

Conference

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