Image processing for the non-destructive characterization of porous media. Application to limestones and trabecular bones

被引:12
作者
Almhdie, Ahmad [1 ,3 ]
Rozenbaum, Olivier [1 ]
Lespessailles, Eric [2 ]
Jennane, Rachid [3 ]
机构
[1] Univ Orleans, ISTO, UMR 7327, F-45071 Orleans, France
[2] Univ Orleans, Hosp Orleans, Lab I3MTO, EA 4708, F-45032 Orleans, France
[3] Univ Orleans, PRISME Lab, EA 4229, F-45067 Orleans, France
关键词
Segmentation; Skeleton; Classification; Topological and morphological information; Porous media; SKELETON GRAPH ANALYSIS; IN-VIVO; RESOLUTION; SHAPE; CONNECTIVITY; ALGORITHM; FOAMS;
D O I
10.1016/j.matcom.2013.07.003
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Different image processing techniques have recently been investigated for the characterization of complex porous media, such as bones, stones and soils. Among these techniques, 3D thinning algorithms are generally used to extract a one-voxel-thick skeleton from 3D porous objects while preserving the topological information. Models based on simplified skeletons have been shown to be efficient in retrieving morphological information from large scale disordered objects not only at a global level but also at a local level. In this paper, we present a series of 3D skeleton-based image processing techniques for evaluating the micro-architecture of large scale disordered porous media. The proposed skeleton method combines curve and surface thinning methods with the help of an enhanced shape classification algorithm. Results on two different porous objects demonstrate the ability of the proposed method to provide significant topological and morphological information. (C) 2013 IMACS. Published by Elsevier B.V. All rights reserved.
引用
收藏
页码:82 / 94
页数:13
相关论文
共 48 条
  • [1] [Anonymous], 1993, AM J MED, V30, P1
  • [2] [Anonymous], 1982, IMAGE ANAL MATH MORP
  • [3] Aufort G, 2007, P EUSIPCO 2007 POZN
  • [4] Aufort G., 2006, P IEEE INT C AC SPEE
  • [5] Aufort G, 2005, GRETSI 05 LOUV LA NE, P429
  • [6] Aufort G., 2006, P EUSIPCO 2006 FLOR
  • [7] AUFORT G, 2007, IEEE INT C ENG MED B
  • [8] Baruchel J., 2000, XRAY TOMOMOGRAPHY MA
  • [9] A new method for analyzing local shape in three-dimensional images based on medial axis transformation
    Bonnassie, A
    Peyrin, F
    Attali, D
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2003, 33 (04): : 700 - 705
  • [10] Flow laws in metal foams: Compressibility and pore size effects
    Bonnet, Jean-Philippe
    Topin, Frederic
    Tadrist, Lounes
    [J]. TRANSPORT IN POROUS MEDIA, 2008, 73 (02) : 233 - 254