An exact method for computing the area moments of wavelet and spline curves

Citation
M. Jacob et al., An exact method for computing the area moments of wavelet and spline curves, IEEE PATT A, 23(6), 2001, pp. 633-642
Citations number
32
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
ISSN journal
01628828 → ACNP
Volume
23
Issue
6
Year of publication
2001
Pages
633 - 642
Database
ISI
SICI code
0162-8828(200106)23:6<633:AEMFCT>2.0.ZU;2-Q
Abstract
We present a method for the exact computation of the moments of a region bo unded by a curve represented by a scaling function or wavelet basis. Using Green's Theorem, we show that the computation of the area moments is equiva lent to applying a suitable multidimensional filter on the coefficients of the curve and thereafter computing a scalar product. The multidimensional f ilter coefficients are precomputed exactly as the solution of a two-scale r elation. To demonstrate the performance improvement of the new method, we c ompare it with existing methods such as pixel-based approaches and approxim ation of the region by a polygon. We also propose an alternate scheme when the scaling function is sinc(x).