to represent both residual symmetric radial distortion and the radially
symmetric component of platen unflatness. Among the coefficients a;3
through a,s a few moderately high correlations exist (from .85 to .97 for
photos with a fairly uniform pattern of 25 measured points), but these
are not sufficiently severe to induce ill-conditioning (even when apriori
constraints are not exercised). The final coefficients 44950505051 correspond
to elements of interior orientation and are not normally exercised for reasons
mentioned earlier. Specific coefficients for decentering distortion have not
been carried in the above model because of their almost perfect coupling
with other coefficients.
While experimentation with error modeling will continue for
some time, so also will efforts to ascertain the usefulness of calibrations
established from reductions of photographs taken over densely targeted
aerial test fields. Such efforts are to be encouraged, for they can lead
to better understanding of processes generating systematic error. In this
respect, much more work needs to be done to establish the general signifi-
cance of anomalous distortion. The isolation of anomalous distortion can
be greatly facilitated if an ultra-flat reseau platen is employed.
Investigators employing test fields should adopt a highly critical
and questioning attitude concerning the adequacy and accuracy of the ground
survey. Analytical photogrammetry is fast approaching the stage where even
the best of conventional surveys (of small test fields, in particular) may
be inadequate. Special measures such as the use of direct and reverse runs
along orthogonal flight lines should be considered to minimize the effects
of both random and systematic errors in the control survey. Otherwise,
emergent systematic effects ascribed to anomalous distortion could actually
be caused by distortions in the control survey itself and have nothing to do
with the camera.
Because the process of self-calibration has turned out to be so
powerful and is not difficult to incorporate into the bundle adjustment,
it seems unlikely that self-calibration will be displaced by precalibration.
Improvements in accuracy by a factor of two to three seem now to be the
general experience when self-calibration is exercised on blocks with moderate
to sparse control. On the other hand, improvements are naturally much more
modest in applications to small and relatively heavily controlled blocks as
were investigated by Salmenperä, Anderson and Savolainen (1974).
The significance of self-calibration seems to be that it permits
the bundle adjustment to approach its theoretical potential. Prior to the
implementation of self-calibration it had been necessary to exercise an
excessive amount of control in order to keep the systematic build-up of
error within acceptable bounds. Now, with the implementation of self-
calibration, the original promise of the bundle method can be realized —
very large blocks can be safely and successfully adjusted with only a small
fraction of the control required by previous standards. This can have
enormous economic impact on large mapping projects in underdeveloped areas.
It becomes practical, for instance, in remote and previously unsurveyed
areas to employ the emerging technology of doppler surveying to establish
with unprecedented speed, accuracy, and economy an integrated net adequate
for the control of huge blocks (Brown (1975)).
As indicated earlier, the concept of self-calibration is not
limited to the treatment of systematic errors in plate coordinates. As
originally developed in Brown, Johnson and Davis (1964), it applied equally
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