Title :
Analysis of 2D intrinsic mode function
Author :
Chang, Jincai ; Yang, Aimin ; Gong, Dianxuan ; Wang, Zhao
Author_Institution :
Sch. of Sci., Hebei Polytech. Univ., Tangshan, China
Abstract :
The definition of 2D IMF is very important for bidimensional empirical mode decomposition of images. V. Vatchev analyzed 1D IMF in his doctoral dissertation, and introduced the concept of weak-IMF which point out that the solution of Sturm-Liouville equations can be regarded as 1D weak-IMF. In this paper we try to give the definition of 2D IMF and investigate the relations between the vibration theory of thin plate and 2D IMF. Three types of bivariate splines with certain mechanical meanings can be defined as 2D weak-IMF.
Keywords :
Sturm-Liouville equation; plates (structures); splines (mathematics); vibrations; 1D weak-intrinsic mode function; 2D intrinsic mode function; Sturm-Liouville equations; bidimensional empirical mode decomposition; bivariate splines; thin plate; vibration theory; Data mining; Differential equations; Image analysis; Interpolation; Mechanical splines; Nonlinear equations; Scattering; Testing; Time series analysis; Vibrations; Bivariate Spline; EMD; IMF; Sturm-Liouville Equation;
Conference_Titel :
Test and Measurement, 2009. ICTM '09. International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-4699-5
DOI :
10.1109/ICTM.2009.5412931