Title :
Blur Invariants Constructed From Arbitrary Moments
Author :
Kautsky, Jaroslav ; Flusser, Jan
Author_Institution :
Flinders Univ. of South Australia, Adelaide, SA, Australia
Abstract :
This paper deals with moment invariants with respect to image blurring. It is mainly a reaction to the works of Zhang and Chen , recently published in these Transactions. We present a general method on how to construct blur invariants from arbitrary moments and show that it is no longer necessary to separately derive the invariants for each polynomial basis. We show how to discard dependent terms in blur invariants definition and discuss a proper implementation of the invariants in orthogonal bases using recurrent relations. An example for Legendre moments is given.
Keywords :
Legendre polynomials; image restoration; method of moments; Legendre moments; arbitrary moments; blur invariants definition; discard dependent terms; image blurring; moment invariants; orthogonal bases; polynomial basis; recurrent relations; Correlation; Image recognition; Image registration; Moment methods; Polynomials; Blur invariants; image moments; moment invariants; orthogonal moments;
Journal_Title :
Image Processing, IEEE Transactions on
DOI :
10.1109/TIP.2011.2159235