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Organ Shape Modeling Based on the Laplacian Deformation Framework for Surface-Based Morphometry Studies
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  • Organ Shape Modeling Based on the Laplacian Deformation Framework for Surface-Based Morphometry Studies
  • Organ Shape Modeling Based on the Laplacian Deformation Framework for Surface-Based Morphometry Studies
저자명
Kim. Jae-Il,Park. Jin-Ah
간행물명
Journal of computing science and engineering
권/호정보
2012년|6권 3호|pp.219-226 (8 pages)
발행정보
한국정보과학회
파일정보
정기간행물|ENG|
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이 논문은 한국과학기술정보연구원과 논문 연계를 통해 무료로 제공되는 원문입니다.
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기타언어초록

Recently, shape analysis of human organs has achieved much attention, owing to its potential to localize structural abnormalities. For a group-wise shape analysis, it is important to accurately restore the shape of a target structure in each subject and to build the inter-subject shape correspondences. To accomplish this, we propose a shape modeling method based on the Laplacian deformation framework. We deform a template model of a target structure in the segmented images while restoring subject-specific shape features by using Laplacian surface representation. In order to build the inter-subject shape correspondences, we implemented the progressive weighting scheme for adaptively controlling the rigidity parameter of the deformable model. This weighting scheme helps to preserve the relative distance between each point in the template model as much as possible during model deformation. This area-preserving deformation allows each point of the template model to be located at an anatomically consistent position in the target structure. Another advantage of our method is its application to human organs of non-spherical topology. We present the experiments for evaluating the robustness of shape modeling against large variations in shape and size with the synthetic sets of the second cervical vertebrae (C2), which has a complex shape with holes.