APPLICATION OF A NEW DISCREET FORM OF GAUSS THEOREM FOR MEASURING VOLUME

Citation
Sw. Hughes et al., APPLICATION OF A NEW DISCREET FORM OF GAUSS THEOREM FOR MEASURING VOLUME, Physics in medicine and biology, 41(9), 1996, pp. 1809-1821
Citations number
18
Categorie Soggetti
Radiology,Nuclear Medicine & Medical Imaging
ISSN journal
00319155
Volume
41
Issue
9
Year of publication
1996
Pages
1809 - 1821
Database
ISI
SICI code
0031-9155(1996)41:9<1809:AOANDF>2.0.ZU;2-#
Abstract
Volume measurements are useful in many branches of science and medicin e. They are usually accomplished by acquiring a sequence of cross sect ional images through the object using an appropriate scanning modality , for example x-ray computed tomography (CT), magnetic resonance (MR) or ultrasound (US). In the cases of CT and MR, a dividing cubes algori thm can be used to describe the surface as a triangle mesh. However, s uch algorithms are not suitable for US data, especially when the image sequence is multiplanar (as it usually is). This problem may be overc ome by manually tracing regions of interest (ROIs) on the registered m ultiplanar images and connecting the points into a trianglar mesh. In this paper we describe and evaluate a new discreet form of Gauss' theo rem which enables the calculation of the volume of any enclosed surfac e described by a triangular mesh. The volume is calculated by summing the vector product of the centroid, area and normal of each surface tr iangle. The algorithm was tested on computer-generated objects, US-sca nned balloons, livers and kidneys and CT-scanned clay rocks. The resul ts, expressed as the mean percentage difference +/- one standard devia tion were 1.2 +/- 2.3, 5.5 +/- 4.7, 3.0 +/- 3.2 and -1.2 +/- 3.2% for balloons, livers, kidneys and rocks respectively. The results compare favourably with other volume estimation methods such as planimetry and tetrahedral decomposition.