Research of Constructing a Perfect Reconstruction Model Using Box Spline[J]. Journal of Image and Graphics, 2001, 6(2): 195. DOI: 10.11834/jig.20010248.
This paper presents a method to combine so|called multiband DFT filter bank with bivariate Box splines to construct a perfect reconstruction model for image processing. Based on the theory of B|splines
which are useful tool in many fields
Box Spline is said to be an extension
with the aim at describing multi|variate functions. In this paper
firstly
it introduces the DFT filter bank
and presents the condition to form a perfect reconstruct model. Then it describes bivariate Box splines and its some properties in little more details. It especially presents a particular class of bivariate Box splines
and use it to construct a decomposition/reconstruction model
which may be candidates for some kinds of task in image processing. This model is proved to be satisfied by the perfect reconstruction condition
and thus can be quite useful theoretically. At last
some experimental results are given to demonstrate the use fulness of this model.