Author/Editor     Lauschmann, Hynek; Bednarik, Petr; Sekerešova, Zuzana; Beneš, Michal
Title     Fractal image feature vectors with applications in fractography
Type     članek
Source     Image Anal Stereol
Vol. and No.     Letnik 27, št. 2
Publication year     2008
Volume     str. 63-71
Language     eng
Abstract     The morphology of fatigue fracture surface (caused by constant cycle loading) is strictly related to crack growth rate. This relation may be expressed, among other methods, by means of fractal analysis. Fractal dimension as a single numerical value is not sufficient. Two types of fractal feature vectors are discussed: multifractal and multiparametric. For analysis of images, the box-counting method for 3D is applied with respect to the non-homogeneity of dimensions (two in space, one in brightness). Examples of application are shown: images of several fracture surfaces are analyzed and related to crack growth rate.
Descriptors     IMAGE PROCESSING, COMPUTER-ASSISTED
FRACTALS
PATTERN RECOGNITION
STEEL
TENSILE STRENGTH