Model completion via deformation cloning based on an explicit global deformation model

Qiong Han; Stephen E. Strup; Melody C. Carswell; Duncan Clarke; Williams B. Seales

doi:10.1007/978-3-642-04271-3_129

Model completion via deformation cloning based on an explicit global deformation model

Qiong Han, Stephen E. Strup, Melody C. Carswell, Duncan Clarke, Williams B. Seales

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

Abstract

Our main focus is the registration and visualization of a pre-built 3D model from preoperative images to the camera view of a minimally invasive surgery (MIS). Accurate estimation of soft-tissue deformations is key to the success of such a registration. This paper proposes an explicit statistical model to represent global non-rigid deformations. The deformation model built from a reference object is cloned to a target object to guide the registration of the pre-built model, which completes the deformed target object when only a part of the object is naturally visible in the camera view. The registered target model is then used to estimate deformations of its substructures. Our method requires a small number of landmarks to be reconstructed from the camera view. The registration is driven by a small set of parameters, making it suitable for real-time visualization.

Original language	English
Title of host publication	Medical Image Computing and Computer-Assisted Intervention - MICCAI2009 - 12th International Conference, Proceedings
Pages	1067-1074
Number of pages	8
Edition	PART 2
DOIs	https://doi.org/10.1007/978-3-642-04271-3_129
State	Published - 2009
Event	12th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2009 - London, United Kingdom Duration: Sep 20 2009 → Sep 24 2009

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Number	PART 2
Volume	5762 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	12th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2009
Country/Territory	United Kingdom
City	London
Period	9/20/09 → 9/24/09

ASJC Scopus subject areas

Theoretical Computer Science
General Computer Science

Access to Document

10.1007/978-3-642-04271-3_129

Cite this

Han, Q., Strup, S. E., Carswell, M. C., Clarke, D., & Seales, W. B. (2009). Model completion via deformation cloning based on an explicit global deformation model. In Medical Image Computing and Computer-Assisted Intervention - MICCAI2009 - 12th International Conference, Proceedings (PART 2 ed., pp. 1067-1074). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5762 LNCS, No. PART 2). https://doi.org/10.1007/978-3-642-04271-3_129

Han, Qiong ; Strup, Stephen E. ; Carswell, Melody C. et al. / Model completion via deformation cloning based on an explicit global deformation model. Medical Image Computing and Computer-Assisted Intervention - MICCAI2009 - 12th International Conference, Proceedings. PART 2. ed. 2009. pp. 1067-1074 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 2).

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abstract = "Our main focus is the registration and visualization of a pre-built 3D model from preoperative images to the camera view of a minimally invasive surgery (MIS). Accurate estimation of soft-tissue deformations is key to the success of such a registration. This paper proposes an explicit statistical model to represent global non-rigid deformations. The deformation model built from a reference object is cloned to a target object to guide the registration of the pre-built model, which completes the deformed target object when only a part of the object is naturally visible in the camera view. The registered target model is then used to estimate deformations of its substructures. Our method requires a small number of landmarks to be reconstructed from the camera view. The registration is driven by a small set of parameters, making it suitable for real-time visualization.",

author = "Qiong Han and Strup, {Stephen E.} and Carswell, {Melody C.} and Duncan Clarke and Seales, {Williams B.}",

year = "2009",

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Han, Q, Strup, SE, Carswell, MC, Clarke, D & Seales, WB 2009, Model completion via deformation cloning based on an explicit global deformation model. in Medical Image Computing and Computer-Assisted Intervention - MICCAI2009 - 12th International Conference, Proceedings. PART 2 edn, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), no. PART 2, vol. 5762 LNCS, pp. 1067-1074, 12th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2009, London, United Kingdom, 9/20/09. https://doi.org/10.1007/978-3-642-04271-3_129

Model completion via deformation cloning based on an explicit global deformation model. / Han, Qiong; Strup, Stephen E.; Carswell, Melody C. et al.
Medical Image Computing and Computer-Assisted Intervention - MICCAI2009 - 12th International Conference, Proceedings. PART 2. ed. 2009. p. 1067-1074 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5762 LNCS, No. PART 2).

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

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Han Q, Strup SE, Carswell MC, Clarke D, Seales WB. Model completion via deformation cloning based on an explicit global deformation model. In Medical Image Computing and Computer-Assisted Intervention - MICCAI2009 - 12th International Conference, Proceedings. PART 2 ed. 2009. p. 1067-1074. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 2). doi: 10.1007/978-3-642-04271-3_129

Model completion via deformation cloning based on an explicit global deformation model

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