TY - JOUR
T1 - Some research and improvement of BEMD method
AU - Yuan, Yu
AU - Li, Congming
AU - Zhao, Yulong
PY - 2013/5
Y1 - 2013/5
N2 - Compared with one-dimension EMD, there are still some disadvantages and shortcomings in bidimensional EMD method, including the smooth continuity of curved surface interpolation, the interior pollution of boundary effect, the sifting stop criteria of the component and the rationality of BEMD decomposition. To begin with, this paper researches deep into the traditional BEMD, starting with above problems. Firstly, to deal with the boundary effect, this paper takes the method of mirror image prolongation. Secondly, comparing the overlap ratio and the sum changing rate of the extreme points of two adjacent siftings can obtain astringency law. Last, according to the need of experiment and actual condition, this paper puts forward sifting stop criteria of the component and the stop expression of BEMD. To a certain extent, the improved optimization method can make the inadequacies in traditional BEMD get some improvements, and also makes the two-dimensional EMD theory method more perfect, and provides a more accurate, stable, and effective analysis method for improved image processing.
AB - Compared with one-dimension EMD, there are still some disadvantages and shortcomings in bidimensional EMD method, including the smooth continuity of curved surface interpolation, the interior pollution of boundary effect, the sifting stop criteria of the component and the rationality of BEMD decomposition. To begin with, this paper researches deep into the traditional BEMD, starting with above problems. Firstly, to deal with the boundary effect, this paper takes the method of mirror image prolongation. Secondly, comparing the overlap ratio and the sum changing rate of the extreme points of two adjacent siftings can obtain astringency law. Last, according to the need of experiment and actual condition, this paper puts forward sifting stop criteria of the component and the stop expression of BEMD. To a certain extent, the improved optimization method can make the inadequacies in traditional BEMD get some improvements, and also makes the two-dimensional EMD theory method more perfect, and provides a more accurate, stable, and effective analysis method for improved image processing.
KW - Boundary effect
KW - Image processing
KW - Statistic analysis
KW - Stop criteria
KW - Two-dimensional empirical mode decomposition (BEMD)
UR - https://www.scopus.com/pages/publications/84881606439
M3 - 文章
AN - SCOPUS:84881606439
SN - 1004-6801
VL - 33
SP - 69
EP - 72
JO - Zhendong Ceshi Yu Zhenduan/Journal of Vibration, Measurement and Diagnosis
JF - Zhendong Ceshi Yu Zhenduan/Journal of Vibration, Measurement and Diagnosis
IS - SUPPL.1
ER -