The Framework for Real-Time Simulation of Deformable Soft-Tissue Using a Hybrid Elastic Model

In this paper, we present a novel approach for real-time simulation of deformable soft-tissue. The framework includes segmentation of medical data, physical and mathematical modeling, performance optimization as well as collision detection. The physical and mathematical modeling which is the most significant phase in the approach is based on an improved elasticity theory which uses the skeleton structure of the deformable object to reflect volumetric information. We also refine the model to satisfy the real-time computation requirement and achieve a reasonable deformation effect on the global level as well as the local region by introducing the concepts of the angular spring, the return spring and the local deformation concept. A model based on real clinical data using a segmented left kidney and a collision detection demo are presented as an example in our case study

[1]  Richard Bowden,et al.  Real-time Dynamic Deformable Meshes for Volumetric Segmentation and Visualisation , 1997, BMVC.

[2]  Zesheng Tang,et al.  Hybrid FEM for deformation of soft tissues in surgery simulation , 2001, Proceedings International Workshop on Medical Imaging and Augmented Reality.

[3]  Daniel Thalmann,et al.  Real time muscle deformations using mass-spring systems , 1998, Proceedings. Computer Graphics International (Cat. No.98EX149).

[4]  Zhengrong Liang,et al.  Automatic centerline extraction for virtual colonoscopy , 2002, IEEE Transactions on Medical Imaging.

[5]  Herve Delingette,et al.  Real-Time Elastic Deformations of Soft Tissues for Surgery Simulation , 1999, IEEE Trans. Vis. Comput. Graph..

[6]  Jianfeng Xu,et al.  Novel Multistage Three-Dimensional Medical Image Segmentation: Methodology and Validation , 2006, IEEE Transactions on Information Technology in Biomedicine.

[7]  Sarah F. Frisken 3D Chainmail: A Fast Algorithm for Deforming Volumetric Objects , 1997, SI3D.

[8]  Sarah F. Frisken Using Linked Volumes to Model Object Collisions, Deformation, Cutting, Carving, and Joining , 1999, IEEE Trans. Vis. Comput. Graph..

[9]  Jianfeng Xu,et al.  Real-Time Simulation of Deformable Soft Tissue Based on Mass-Spring and Medial Representation , 2005, CVBIA.

[10]  Gábor Székely,et al.  Multiscale Medial Loci and Their Properties , 2003, International Journal of Computer Vision.

[11]  Arie E. Kaufman,et al.  Physically-based animation of volumetric objects , 1998, Proceedings Computer Animation '98 (Cat. No.98EX169).

[12]  Oussama Khatib,et al.  Interactive rendering of deformable objects based on a filling sphere modeling approach , 2003, 2003 IEEE International Conference on Robotics and Automation (Cat. No.03CH37422).

[13]  Jianfeng Xu,et al.  A Novel Multi-stage 3D Medical Image Segmentation: Methodology and Validation , 2005, CIS.