Constrained active appearance models

T. F. Cootes; C. J. Taylor

Constrained active appearance models

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

Abstract

Active Appearance Models (AAMs) have been shown to be useful for interpreting images of deformable objects. Here we place the AAM matching algorithm in a statistical framework, allowing extra constraints to be applied. This enables the models to be combined with other methods of object location. We demonstrate how user interaction can be used to guide the search and give results of experiments showing the effect of constraints on the performance of model matching.

Original language	English
Title of host publication	Proceedings of the IEEE International Conference on Computer Vision\|Proc IEEE Int Conf Comput Vision
Publisher	IEEE Computer Society
Pages	748-754
Number of pages	6
Volume	1
Publication status	Published - 2001
Event	8th International Conference on Computer Vision - Vancouver, BC Duration: 1 Jul 2001 → …

Conference

Conference	8th International Conference on Computer Vision
City	Vancouver, BC
Period	1/07/01 → …

Keywords

Peer Reviewed Conference

Cite this

@inproceedings{5a41ceaf7a0e47e983fcd4063dd58b1f,

title = "Constrained active appearance models",

abstract = "Active Appearance Models (AAMs) have been shown to be useful for interpreting images of deformable objects. Here we place the AAM matching algorithm in a statistical framework, allowing extra constraints to be applied. This enables the models to be combined with other methods of object location. We demonstrate how user interaction can be used to guide the search and give results of experiments showing the effect of constraints on the performance of model matching.",

keywords = "Peer Reviewed Conference",

author = "Cootes, {T. F.} and Taylor, {C. J.}",

year = "2001",

language = "English",

volume = "1",

pages = "748--754",

booktitle = "Proceedings of the IEEE International Conference on Computer Vision|Proc IEEE Int Conf Comput Vision",

publisher = "IEEE Computer Society ",

address = "United States",

note = "8th International Conference on Computer Vision ; Conference date: 01-07-2001",

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TY - GEN

T1 - Constrained active appearance models

AU - Cootes, T. F.

AU - Taylor, C. J.

PY - 2001

Y1 - 2001

N2 - Active Appearance Models (AAMs) have been shown to be useful for interpreting images of deformable objects. Here we place the AAM matching algorithm in a statistical framework, allowing extra constraints to be applied. This enables the models to be combined with other methods of object location. We demonstrate how user interaction can be used to guide the search and give results of experiments showing the effect of constraints on the performance of model matching.

AB - Active Appearance Models (AAMs) have been shown to be useful for interpreting images of deformable objects. Here we place the AAM matching algorithm in a statistical framework, allowing extra constraints to be applied. This enables the models to be combined with other methods of object location. We demonstrate how user interaction can be used to guide the search and give results of experiments showing the effect of constraints on the performance of model matching.

KW - Peer Reviewed Conference

M3 - Conference contribution

VL - 1

SP - 748

EP - 754

BT - Proceedings of the IEEE International Conference on Computer Vision|Proc IEEE Int Conf Comput Vision

PB - IEEE Computer Society

T2 - 8th International Conference on Computer Vision

Y2 - 1 July 2001

ER -

Constrained active appearance models

Abstract

Conference

Keywords

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Cite this