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ZERNIKE
Section: User Commands (1)
Updated: 16 Mar 1998
Index
NAME
zernike - zernike moment image of a gray scaleor binary image
SYNTAX
zernike [-n <n>] [-r] [-t <title>] <inimage> <outimage>
DESCRIPTION
The Zernike moment of order
nand repetition
mofan image f(x,y) is defined as follows:
n+1 *
A(n,m) = ---- Sum Sum f(x,y)[V(n,m, x,y)]
pi x y
where x^2+y^2 <= 1
The image V(n,m, x,y) is the Zernike basis images oforder nand repetition m.These basis images arecomplex and orthogonal. The Zernike moments areessentially the projections of the input image ontothese basis images.
The original image can be reconstructed from theZernike moments. The N-th order approximation is givenby
^ N
f(x,y) = Sum Sum A(n,m) V(n,m, x,y)
n=0 m
The contribution or information content of the n-thorder moments is
I(x,y, n) = Sum A(n,m) V(n,m, x,y)
m
RESTRICTIONS
inimagemust be single-band with pixel type unsigned byte.
OPTIONS
- -n n
- Use moment order n.Default 0.
- -r
- Reconstruct image from moments. Default: Compute the absolutevalue of I(x,y, n).
- -t title
- Use titlefor outimage.
SEE ALSO
zer_mom(3),
zer_con(3),
zer_rec(3),
zer_pol(3)
REFERENCES
- [1]
- A. Khotanzad and Y.H. Hong"Rotation invariant image recognition using featuresselected via a systematic method",Pattern Recognition, vol.23, no.10, pp.1089-1101, 1990.
- [2]
- Thomas H. Reiss"Recognizing Planar Objects Using Invariant Image Features",Lecture Notes in Computer Science, volume 676, pp. 17-20,Springer-Verlag, 1993.
RETURN VALUE
0 : OK
FILES
xite/src/zernike/zernike.c
AUTHOR
Řivind Due Trier, Ifi, UiO.
Index
- NAME
- SYNTAX
- DESCRIPTION
- RESTRICTIONS
- OPTIONS
- SEE ALSO
- REFERENCES
- RETURN VALUE
- FILES
- AUTHOR
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