Groupwise non-rigid registration using polyharmonic clamped-plate splines

Stephen Marsland; Carole J. Twining; Chris J. Taylor

Groupwise non-rigid registration using polyharmonic clamped-plate splines

Stephen Marsland, Carole J. Twining, Chris J. Taylor

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

Abstract

This paper introduces a novel groupwise data-driven algorithm for non-rigid registration. The motivation behind the algorithm is to enable the analysis of groups of registered images; to this end, the algorithm automatically constructs a low-dimensional, common representation of the warp fields. We demonstrate the algorithm on an example set of 2D medical images, and show that we can obtain good registration across the set, with automatic detection and correction of misaligned examples, whilst still maintaining a low-dimensional representation.

Original language	English
Title of host publication	Lecture Notes in Computer Science\|Lect. Notes Comput. Sci.
Editors	R.E. Ellis, T.M. Peters
Pages	771-779
Number of pages	8
Volume	2879
Publication status	Published - 2003
Event	Medical Image Computing and Computer-Assisted Intervention, MICCAI 2003 - 6th International Conference Proceedings - Montreal, Que. Duration: 1 Jul 2003 → … http://<Go to ISI>://000188180400094

Publication series

Name	Lecture Notes in Computer Science

Conference

Conference	Medical Image Computing and Computer-Assisted Intervention, MICCAI 2003 - 6th International Conference Proceedings
City	Montreal, Que.
Period	1/07/03 → …
Internet address	http://<Go to ISI>://000188180400094

Cite this

@inproceedings{45ed21c355ff4f01bf7cadd33fc6cac1,

title = "Groupwise non-rigid registration using polyharmonic clamped-plate splines",

abstract = "This paper introduces a novel groupwise data-driven algorithm for non-rigid registration. The motivation behind the algorithm is to enable the analysis of groups of registered images; to this end, the algorithm automatically constructs a low-dimensional, common representation of the warp fields. We demonstrate the algorithm on an example set of 2D medical images, and show that we can obtain good registration across the set, with automatic detection and correction of misaligned examples, whilst still maintaining a low-dimensional representation.",

author = "Stephen Marsland and Twining, {Carole J.} and Taylor, {Chris J.}",

note = "BY19R; Medical Image Computing and Computer-Assisted Intervention, MICCAI 2003 - 6th International Conference Proceedings ; Conference date: 01-07-2003",

year = "2003",

language = "English",

volume = "2879",

series = "Lecture Notes in Computer Science",

pages = "771--779",

editor = "R.E. Ellis and T.M. Peters",

booktitle = "Lecture Notes in Computer Science|Lect. Notes Comput. Sci.",

url = "http://<Go to ISI>://000188180400094",

}

Marsland, S, Twining, CJ & Taylor, CJ 2003, Groupwise non-rigid registration using polyharmonic clamped-plate splines. in RE Ellis & TM Peters (eds), Lecture Notes in Computer Science|Lect. Notes Comput. Sci.. vol. 2879, Lecture Notes in Computer Science, pp. 771-779, Medical Image Computing and Computer-Assisted Intervention, MICCAI 2003 - 6th International Conference Proceedings, Montreal, Que., 1/07/03.

Groupwise non-rigid registration using polyharmonic clamped-plate splines. / Marsland, Stephen; Twining, Carole J.; Taylor, Chris J.
Lecture Notes in Computer Science|Lect. Notes Comput. Sci.. ed. / R.E. Ellis; T.M. Peters. Vol. 2879 2003. p. 771-779 (Lecture Notes in Computer Science).

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

TY - GEN

T1 - Groupwise non-rigid registration using polyharmonic clamped-plate splines

AU - Marsland, Stephen

AU - Twining, Carole J.

AU - Taylor, Chris J.

N1 - BY19R

PY - 2003

Y1 - 2003

N2 - This paper introduces a novel groupwise data-driven algorithm for non-rigid registration. The motivation behind the algorithm is to enable the analysis of groups of registered images; to this end, the algorithm automatically constructs a low-dimensional, common representation of the warp fields. We demonstrate the algorithm on an example set of 2D medical images, and show that we can obtain good registration across the set, with automatic detection and correction of misaligned examples, whilst still maintaining a low-dimensional representation.

AB - This paper introduces a novel groupwise data-driven algorithm for non-rigid registration. The motivation behind the algorithm is to enable the analysis of groups of registered images; to this end, the algorithm automatically constructs a low-dimensional, common representation of the warp fields. We demonstrate the algorithm on an example set of 2D medical images, and show that we can obtain good registration across the set, with automatic detection and correction of misaligned examples, whilst still maintaining a low-dimensional representation.

M3 - Conference contribution

VL - 2879

T3 - Lecture Notes in Computer Science

SP - 771

EP - 779

BT - Lecture Notes in Computer Science|Lect. Notes Comput. Sci.

A2 - Ellis, R.E.

A2 - Peters, T.M.

T2 - Medical Image Computing and Computer-Assisted Intervention, MICCAI 2003 - 6th International Conference Proceedings

Y2 - 1 July 2003

ER -

Groupwise non-rigid registration using polyharmonic clamped-plate splines

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