Multi-scale active shape description

Julia A. Schnabel; Simon R. Arridge

doi:10.1007/3-540-63167-4_30

Multi-scale active shape description

Julia A. Schnabel, Simon R. Arridge

University College London

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

1 Scopus citations

Abstract

A multi-scale shape description tool based on active contour models has been developed, allowing to regularize and describe shape changes across scales. The internal energy of this spline-based model depends on analytic shape forces, and the external energy incorporates geometric image features like the image gradient and isophote curvature. Results of applying this technique to artificial images with known shapes are presented, and the application to medical imaging in clinical neurology is discussed.

Original language	English
Title of host publication	Scale-Space Theory in Computer Vision - 1st International Conference, Scale-Space 1997, Proceedings
Editors	Bart ter Haar Romeny, Max Viergever, Luc Florack, Jan Koenderink
Publisher	Springer Verlag
Pages	336-340
Number of pages	5
ISBN (Print)	3540631674, 9783540631675
DOIs	https://doi.org/10.1007/3-540-63167-4_30
State	Published - 1997
Externally published	Yes
Event	1st International Conference on Scale-Space Theory in Computer Vision, Scale-Space 1997 - Utrecht, Netherlands Duration: 2 Jul 1997 → 4 Jul 1997

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	1252
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	1st International Conference on Scale-Space Theory in Computer Vision, Scale-Space 1997
Country/Territory	Netherlands
City	Utrecht
Period	2/07/97 → 4/07/97

Keywords

Active contour models
Multi-scale shape stack
Shape analysis

Access to Document

10.1007/3-540-63167-4_30

Cite this

Schnabel, J. A., & Arridge, S. R. (1997). Multi-scale active shape description. In B. ter Haar Romeny, M. Viergever, L. Florack, & J. Koenderink (Eds.), Scale-Space Theory in Computer Vision - 1st International Conference, Scale-Space 1997, Proceedings (pp. 336-340). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 1252). Springer Verlag. https://doi.org/10.1007/3-540-63167-4_30

Schnabel, Julia A. ; Arridge, Simon R. / Multi-scale active shape description. Scale-Space Theory in Computer Vision - 1st International Conference, Scale-Space 1997, Proceedings. editor / Bart ter Haar Romeny ; Max Viergever ; Luc Florack ; Jan Koenderink. Springer Verlag, 1997. pp. 336-340 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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keywords = "Active contour models, Multi-scale shape stack, Shape analysis",

author = "Schnabel, {Julia A.} and Arridge, {Simon R.}",

note = "Publisher Copyright: {\textcopyright} Springer-Verlag Berlin Heidelberg 1997.; 1st International Conference on Scale-Space Theory in Computer Vision, Scale-Space 1997 ; Conference date: 02-07-1997 Through 04-07-1997",

year = "1997",

doi = "10.1007/3-540-63167-4_30",

language = "English",

isbn = "3540631674",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

publisher = "Springer Verlag",

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Schnabel, JA & Arridge, SR 1997, Multi-scale active shape description. in B ter Haar Romeny, M Viergever, L Florack & J Koenderink (eds), Scale-Space Theory in Computer Vision - 1st International Conference, Scale-Space 1997, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 1252, Springer Verlag, pp. 336-340, 1st International Conference on Scale-Space Theory in Computer Vision, Scale-Space 1997, Utrecht, Netherlands, 2/07/97. https://doi.org/10.1007/3-540-63167-4_30

Multi-scale active shape description. / Schnabel, Julia A.; Arridge, Simon R.
Scale-Space Theory in Computer Vision - 1st International Conference, Scale-Space 1997, Proceedings. ed. / Bart ter Haar Romeny; Max Viergever; Luc Florack; Jan Koenderink. Springer Verlag, 1997. p. 336-340 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 1252).

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

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AU - Arridge, Simon R.

N1 - Publisher Copyright: © Springer-Verlag Berlin Heidelberg 1997.

PY - 1997

Y1 - 1997

N2 - A multi-scale shape description tool based on active contour models has been developed, allowing to regularize and describe shape changes across scales. The internal energy of this spline-based model depends on analytic shape forces, and the external energy incorporates geometric image features like the image gradient and isophote curvature. Results of applying this technique to artificial images with known shapes are presented, and the application to medical imaging in clinical neurology is discussed.

AB - A multi-scale shape description tool based on active contour models has been developed, allowing to regularize and describe shape changes across scales. The internal energy of this spline-based model depends on analytic shape forces, and the external energy incorporates geometric image features like the image gradient and isophote curvature. Results of applying this technique to artificial images with known shapes are presented, and the application to medical imaging in clinical neurology is discussed.

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KW - Multi-scale shape stack

KW - Shape analysis

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DO - 10.1007/3-540-63167-4_30

M3 - Conference contribution

AN - SCOPUS:84957660009

SN - 3540631674

SN - 9783540631675

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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BT - Scale-Space Theory in Computer Vision - 1st International Conference, Scale-Space 1997, Proceedings

A2 - ter Haar Romeny, Bart

A2 - Viergever, Max

A2 - Florack, Luc

A2 - Koenderink, Jan

PB - Springer Verlag

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ER -

Schnabel JA, Arridge SR. Multi-scale active shape description. In ter Haar Romeny B, Viergever M, Florack L, Koenderink J, editors, Scale-Space Theory in Computer Vision - 1st International Conference, Scale-Space 1997, Proceedings. Springer Verlag. 1997. p. 336-340. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/3-540-63167-4_30

Multi-scale active shape description

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Keywords

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