Estimation of the curvature of an interface from a digital 2D image

被引:23
作者
Frette, Olav Inge [1 ,2 ]
Virnovsky, George [1 ]
Silin, Dmitriy [3 ,4 ]
机构
[1] IRIS, NO-4068 Stavanger, Norway
[2] Univ Stavanger, Dept Petr Technol, NO-4036 Stavanger, Norway
[3] Lawrence Berkeley Natl Lab, Berkeley, CA 94729 USA
[4] Univ Calif Berkeley, Berkeley, CA 94720 USA
关键词
Curvature estimation; Condensed phase interface; Digital image analysis; Porous rock; Curvature-driven processes; DIFFUSION; TRANSPORT; ALGORITHM; GROWTH; MODEL;
D O I
10.1016/j.commatsci.2008.06.006
中图分类号
T [工业技术];
学科分类号
120111 [工业工程];
摘要
In this paper a method for the estimation of the curvature along a condensed phase interface is presented. In a previous paper in this journal [J.W. Bullard, E.J. Garboczi, W.C. Carter, E.R. Fuller Jr., Computational Materials Science 4 (1995) 103-116] a mathematical relationship was established between this curvature and a template disk located at a given point along the interface. The portion of the computed area of the template disk covering one of the phases was shown to be asymptotically linear in the curvature. instead of utilizing this relationship, an empirical approach was proposed in Bullard et al. in order to compensate for discrete uncertainties. In this paper, we show that this linear relationship can be used directly along the interface avoiding the empirical approach proposed earlier. Modifications of the algorithm are however needed, and with good data smoothing techniques, our method provides good quantitative curvature estimates. (c) 2008 Elsevier B.V. All rights reserved.
引用
收藏
页码:867 / 875
页数:9
相关论文
共 28 条
[1]
[Anonymous], 2006, THERMODYNAMICS MAT S
[2]
[Anonymous], 1995, FRACTAL CONCEPT SURF, DOI DOI 10.1017/CBO9780511599798
[3]
[Anonymous], 1977, SOLUTION ILL POSED P
[4]
[Anonymous], 2006, Digital Image Processing
[5]
BENTZ DP, 1991, P MAT RES SOC, V249, P413
[6]
Digital-image-based models of two-dimensional microstructural evolution by surface diffusion and vapor transport [J].
Bullard, JW .
JOURNAL OF APPLIED PHYSICS, 1997, 81 (01) :159-168
[7]
NUMERICAL-METHODS FOR COMPUTING INTERFACIAL MEAN-CURVATURE [J].
BULLARD, JW ;
GARBOCZI, EJ ;
CARTER, WC ;
FULLER, ER .
COMPUTATIONAL MATERIALS SCIENCE, 1995, 4 (02) :103-116
[8]
COEURJOLLY D, 2001, LECT NOTES COMPUTER
[9]
Do Carmo M.P., 2016, Differential Geometry of Curves and Surfaces: Revised and Updated, VSecond
[10]
A BENDING ENERGY-MODEL FOR MEASUREMENT OF CARDIAC SHAPE DEFORMITY [J].
DUNCAN, JS ;
LEE, FA ;
SMEULDERS, AWM ;
ZARET, BL .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 1991, 10 (03) :307-320