Image Processing Reference
In-Depth Information
[
∇+
2
k
ωω
2
(
)]
Er
(, )
=
0
(2.73)
[
∇+
2
k
ω
2
(
)]
Hr
(, )
ω
=
0
(2.74)
The most useful solution for these Helmholtz equations is the quasi-mono-
chromatic plane wave and the spatial part of the solutions is
Er
(, )
ω
=
E
(
ω
)
e
i
kr
⋅
(2.75)
0
Hr
(, )
ω
=
H
(
ω
)
e
i
kr
⋅
(2.76)
0
where
E
0
(ω) and
H
0
(ω) are the complex electric and magnetic field amplitudes,
that is, they are complex, having a magnitude and phase. The vector
k
is the
wave vector which must satisfy
k
⋅ =
k
2
εωµω
() ()
(2.77)
0
r
r
This expression is very important since it effectively describes all the prop-
agation characteristics of the medium and is known as the dispersion rela-
tionship, indicating the necessary relationship that must exist between the
frequency and the wave number. Just to confuse matters, the relation between
the real and imaginary parts of the fields, as a function of frequency, also
satisfy a dispersion relation (the Hilbert transform mentioned earlier), and if
the medium or scatterer is discrete, that is, is embedded in a homogeneous
background, then one can show that the real and imaginary parts of the field
as a function of
k
will also satisfy a similar Hilbert transform relation. We
will revisit this kind of dispersion relationship later in the topic, since it pro-
vides a key to not only recovering unmeasured phase information from mea-
sured intensity data, but also toa mechanism for solving the inverse scattering
problem.
Finally, we note the concept of the angular plane wave representation of a
scattered or propagating field By decomposing an arbitrary field into a super-
position of waves in space, just as one might in frequency, we gain a pow-
erful tool and additional insight. The angular spectrum representation is a
particularly useful technique for understanding the propagation of optical
fields in homogenous media. It is the expansion of an electromagnetic field in
a weighted summation of plane waves with variable amplitudes and propaga-
tion directions.
If we consider a quasi-monochromatic field in a region 0 ≤
z
≤
Z
with sources
located outside of this region, then the spatial part of the field satisfies the
Helmholtz equations. We can express the field by a Fourier integral
∞
∫
(2.78)
; ,)
(
ikxky
+
)
E
(, ,, )
xyz
ω
=
E kk
(
,
z
ω
e
dd
k
k
x
y
xy
xy
−∞
Here
k
x
and
k
y
are spatial frequencies corresponding to the real space coor-
dinates
x
and
y
. Spatial frequencies describe some number of spatial periods
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