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Shape Constrained Deformable Models for 3D Medical …
- https://link.springer.com/chapter/10.1007/3-540-45729-1_38
- Abstract. To improve the robustness of segmentation methods, more and more methods use prior knowledge. We present an approach which embeds an active …
Shape-Constrained Deformable Models and Applications …
- https://link.springer.com/chapter/10.1007/978-3-319-03813-1_5
- We present an overview of shape-constrained deformable models (SCDM) as introduced in [ 1] that have specifically been developed for organ segmentation in 3D …
Shape Constrained Deformable Models for 3D Medical …
- https://www.semanticscholar.org/paper/Shape-Constrained-Deformable-Models-for-3D-Medical-Weese-Kaus/3dd2a7f65729a44d4a75465fbee4f0f8cb427d28
- The shape model constrains the flexibility of the surface mesh representing the deformable model and maintains an optimal distribution of mesh vertices. A specific external energy …
A topology constrained geometric deformable model for …
- https://www.sciencedirect.com/science/article/pii/S1746809420304183
- Geometric Deformable Models have been widely used as a method of medical image segmentation using only geometric measures. They have proved their …
Shape Constrained Deformable Models for 3D Medical …
- https://www.researchgate.net/publication/225606218_Shape_Constrained_Deformable_Models_for_3D_Medical_Image_Segmentation
- The shape model constrains the flexibility of the surface mesh representing the deformable model and maintains an optimal distribution of mesh vertices. A specific …
[2203.01089] Shape constrained CNN for segmentation …
- https://arxiv.org/abs/2203.01089
- In this paper, we use a CNN to predict shape parameters of an underlying statistical shape model of the myocardium learned from a training set of images. …
Statistical shape models for 3D medical image …
- https://pubmed.ncbi.nlm.nih.gov/19525140/
- Statistical shape models (SSMs) have by now been firmly established as a robust tool for segmentation of medical images. While 2D models have been in use since the early …
Deformable models in medical image analysis: a survey
- https://www.semanticscholar.org/paper/Deformable-models-in-medical-image-analysis%3A-a-McInerney-Terzopoulos/c0c8ce3d373c247a4b58b223210c957298ba0227
- A novel segmentation approach which uses a 3D anatomical statistical shape model to initialize the adaptation process of a deformable model represented by a …
(PDF) Deformable Models for Segmentation, 3D Shape …
- https://www.researchgate.net/publication/2488518_Deformable_Models_for_Segmentation_3D_Shape_and_Motion_Estimation_and_Recognition
- Rutgers, The State University of New Jersey We present our framework for segmentation, 3D shape and motion estimation and recognition. We first present …
Project-Deformable-Segmentation
- https://cbim.sas.rutgers.edu/research/detail/65-medial-image-analysis/111-project-deformable-segmentation
- We propose a 2D deformable model—Metamorphs, which integrates region texture constraints so as to achieve more robust segmentation. Compared with traditional …
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