DocumentCode
1557298
Title
Generalized affine invariant image normalization
Author
Shen, Dinggang ; Ip, Horace H S
Author_Institution
Dept. of Comput. Sci, City Univ. of Hong Kong, Kowloon, Hong Kong
Volume
19
Issue
5
fYear
1997
fDate
5/1/1997 12:00:00 AM
Firstpage
431
Lastpage
440
Abstract
We provide a generalized image normalization technique which basically solves all problems in image normalization. The orientation of any image can be uniquely defined by at most three non-zero generalized complex moments. The correctness of our method is demonstrated theoretically as well as in practice by applying them to a number of “degenerate” images which have failed other previously reported techniques for image normalization
Keywords
eigenvalues and eigenfunctions; image matching; matrix algebra; method of moments; 2D images; affine invariant image normalization; complex moments; eigenvalues; fold detection; image orientation; invariant image matching; rotationally symmetrical image; symmetry detection; Data preprocessing; Equations; Harmonic analysis; Image matching; Neural networks; Pattern analysis; Pattern recognition; Shape; Tensile stress; Testing;
fLanguage
English
Journal_Title
Pattern Analysis and Machine Intelligence, IEEE Transactions on
Publisher
ieee
ISSN
0162-8828
Type
jour
DOI
10.1109/34.589203
Filename
589203
Link To Document