Title :
A 3-D Collision Handling Algorithm for Surgery Simulation Based on Feedback Fuzzy Logic
Author :
Garcia-Perez, V. ; Munoz-Moreno, E. ; Aja-Fernandez, Santiago ; Alberola-Lopez, Carlos
Author_Institution :
Lab. de Procesado de Imagen, Univ. de Valladolid, Valladolid, Spain
fDate :
7/1/2009 12:00:00 AM
Abstract :
In this paper, we propose a new method for collision handling between 3-D deformable (organs) and rigid (surgical tools) objects valid for nonstructured interaction scenes and, specifically, for laparoscopic surgery simulators. During the simulation step, vertices of the organ detected as collided must be accurately shifted out of the tool to elude a visual interpenetration. The proposed approach obtains the new position of each collided vertex of the organ taking into account both kinematic information of the surgical tool and geometric information of the organ surface that surrounds the vertex under analysis. Three parameters inferred from a fuzzy feedback system weigh the nature of the tool motion with respect to the organ. Experimental results show that the solution proposed in this paper is able to avoid the interpenetration among the multiple colliding points efficiently with physically and spatially coherent results.
Keywords :
biology computing; biomedical equipment; fuzzy logic; surgery; 3D collision handling algorithm; 3D deformable; collision handling; feedback fuzzy logic; fuzzy feedback system; kinematic information; laparoscopic surgery simulators; nonstructured interaction scenes; organ surface; surgery simulation; surgical tools; Collision handling; fast inference using transition matrices (FITMs); feedback fuzzy system (FFS); surgical simulation; Algorithms; Biomechanics; Computer Simulation; Feedback; Fuzzy Logic; Imaging, Three-Dimensional; Laparoscopy; Surgical Instruments;
Journal_Title :
Information Technology in Biomedicine, IEEE Transactions on
DOI :
10.1109/TITB.2009.2016838