The condition of relative orientation is that the new
Y-coordinates are equal (Y';Z Y"). Thus:
dx; e;y' f, dx" ey" f,
= " " (3)
gx ;+ hy'1
gx h,y;+ 1
The original images will be projected on the same
plane, and the epipolar rays become parallel with each
other.
2.2 SINGULAR CORRELATION
From equation (3) a bilinear equation is obtained
(d,g2-g,d2)*"x";, + (d,h,-g,e2)x"y 6
(di-gif)x'; (e,g,-hidoy'x", 4
(e,h,-h,e2)y";y"; + (e,-h,f,)y”, +
(fg2-da)x"; + (fhz-e2)y"; +
(fcf x 0. (4)
By'renaming the coefficients we obtain
mx" mx y+ myx +m, yx +
». " "
ID5y,y j-m,y -m;x"--mgy ;+m, = 0, (5)
which is in matrix form
m, m, m,|[,/
[x y' 1] m, m, m. y" =0, (6)
m, mg my | 1
where
m, = d,g,-g,d,
m, = d h,-g,e,
my = d;-g,f,
m, = e;gy,-h,d,
m, = e,h,-h,e, (7)
me; = e-h,f,
m, = f,g,-d,
mg = f,h,-e,
M, = f-£-
Equation (6) is also known as a correlation equation
(Thompson, 1968). This correlation is singular, so the
determinant of the correlation matrix M must be zero.
According to (Jordan et.al., 1972) the determinant of
the correlation matrix in the case of central
perspectivity is always zero. However, the elements of
the matrix M should be solved using det(M)=0 as a
constraint to ensure correct solution. Conventional
least squares solution is used.
2.3 EPIPOLE COORDINATES
From the matrix M the epipole coordinates of both
images can be obtained using the following equations:
/
m, m, m, X. [o
m, m, m,|y, = 0 (8a)
m,m,mjj/ O0
678
”
m, m, m,'X.| lo
m, m, mely/| - 0 (8b)
m, m, my yl
where x’, Y eZ", ANA X" y" ,z", are homogeneous epipole
coordinates of the images. Their rectangular
coordinates are x'-x'/z,, y'=y’/z, and x" Zo
y y /Z'. An approximate kappa angle of an image
can be computed from the relative position of the
epipole and the center of the image, assuming that the
principal point is approximately at the center of the
image. This property has been used later when
computing the projective transformation parameters.
The projective transformation parameters for both
images can be solved from the correlation matrix M,
if the determinant of M is zero. There is an infinite
number of solutions for the projective transformation
parameters, which all lead to the same correlation
matrix. Any one of the solutions can be chosen and
used in further computations, but some of them may
seem to be impractical.
The relations d,/e, and h,/g, can be fixed to a chosen
value which is approximately the same as the tangent
of K, (the kappa rotation along the original z-axis of
image one). Then a practical solution is obtained. The
above mentioned ratios are found from the comparison
of the collinearity and projective transformation
equations.
Any two ofthe elements m;, m,, m, and m, are always
nonzero, these being usually m, and m, when the
situation is near the normal case of photogrammetry.
If | m, | »| m;| and |m,|»|m;|, we obtain tz-y Jx.,
where t=tanK,, and y’, x’, are the coordinates of the
epipole point of image one. These can be directly
computed from the correlation matrix M using
equations (8).
Choosing f,-0, the rest of the projective transformation
parameters can be solved using equations (7), and
equalities d,/e,=t and h,/g,=-t. When f, gets the value
of zero, it corresponds to the situation where the
omega rotation of the first image is zero in the
conventional collinearity equations, thus preventing
the arbitrary projection plane to rotate around the eye
base.
If | m,|»| m,| and |m,|»|m,| (the most probable
case), the following expressions for the projective
parameters have been derived:
d, = -m,
€3 7 -Inlg
f, = -my
e, = (m,+tm,)/(t?+1)
g, = (m,-tm,)/(mp(t?+1)) (9)
d, z te,
h, = -tg,
g; = -(m,+g,tm,)/m,
h, = -(my-g,tm,)/m,
tv