Title :
Feature reconstruction for 3D medical images processing
Author :
Chung-Shing Wang ; Man-Ching Lin ; Chung-Chuan Wang ; Ching-Fu Chen ; Jei-Chen Hsieh
Author_Institution :
Dept. of Ind. Design, Tung-Hai Univ., Taichung, Taiwan
Abstract :
Computed tomography (CT) greatly improves the image information available to surgeons and is quickly becoming one of the most important methods to identify defects in patients. However, doctors must check these CT slices again and again to find the exact position of the problem. This is not only a waste of time but also highly inefficient. This paper presents a rapid process to reconstruct three-dimensional (3D) surfaces from two-dimensional (2D) CT scanned data. Based on geometric model reconstruction, a series of 2D CT image slices were read and transformed into profiles and 3D B-spline patch models were then generated. The data could be converted to a VRML format for virtual surgical applications. An actual rapid prototyping model was created for checking the design process. CT images of a human pelvic bone and skull mask were used as case studies to construct a 3D solid model from medical images. The actual model will allow doctors to observe CT slices in 3D, decrease training time, and provide references for medical image research.
Keywords :
bone; computerised tomography; image reconstruction; medical image processing; physiological models; splines (mathematics); surgery; virtual reality; 2D CT image slices; 3D B-spline patch models; 3D medical image processing; 3D solid model; CT images; VRML format; actual rapid prototyping model; computed tomography; design process; feature reconstruction; geometric model reconstruction; human pelvic bone; image information; medical image research; problem exact position; skull mask; three-dimensional surface reconstruction; training time; two-dimensional CT scanned data; virtual surgical application; Computed tomography; Image reconstruction; Mathematical model; Pelvic bones; Solid modeling; Splines (mathematics); Three-dimensional displays; B-spline surfaces; Feature reconstruction; computed tomography; medical images; rapid prototyping; virtual surgery;
Conference_Titel :
Biomedical Engineering and Informatics (BMEI), 2013 6th International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4799-2760-9
DOI :
10.1109/BMEI.2013.6746909