DocumentCode
1551645
Title
Blur Invariants Constructed From Arbitrary Moments
Author
Kautsky, Jaroslav ; Flusser, Jan
Author_Institution
Flinders Univ. of South Australia, Adelaide, SA, Australia
Volume
20
Issue
12
fYear
2011
Firstpage
3606
Lastpage
3611
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;
fLanguage
English
Journal_Title
Image Processing, IEEE Transactions on
Publisher
ieee
ISSN
1057-7149
Type
jour
DOI
10.1109/TIP.2011.2159235
Filename
5872036
Link To Document