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International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol XXXV, Part B6. Istanbul 2004
Depending on their power the systems in digital
photogrammetry could be divided in three groups: low level
systems, intermediate level systems and high-level systems.
The low level systems usually do not have high automation of
measurement and support only the monoscopic or anaglyph
methods of measurement. The DOS version of Digital Video
Plotter (DVP) is a system of such type. The intermediate set of
digital photogrammetric systems is most numerous. It includes
the systems: VirtuoZo of Supresoft, SISCAM, DVP (Windows)
of DVP Geomatics, OrthoEngine of PCI Geomatics, Photomod
of Racurce. They are usually universal systems that support
othophoto production technology and digitising functionality.
They utilise monoscopic or stereoscopic measurements of tie
points and control points and the stereoscopic measurements in
digitising. Almost all systems allow producing DEM from
stereo but the diversity of editing of DEM and reliability of
produced DEM is different. The supported function of 3-D
digitising includes editing of the discrete data and the flexibility
of attribute generated data. The high level systems usually have
all possibilities of system of intermediate class but also possess
high level of automation of separate processing and in their
operation there are included some features of artificial
intelligence to improve the accuracy and reliability of obtained
results. The Zlmaging of ZEISS-Intergraph and Digital
Photogrammetric Workstation of Helava belong to this class of
systems.
2. STEPS OF PROCESSING
Different steps of processing must be developed to achieve the
final photogrammetric product. There are two main
technologies that are implemented in the digital form — 3-D
digitising and othophoto processing. They correspond to the
two main traditional photogrammetric technologies. Both
technologies require determination of the elements of the outer
orientation of the images (digital photos) in the object
coordinate system. À specific step of the processing is the
preparation of epipolar images that are more convenient for
extraction of Digital Elevation Model from stereo couple and
for more accurate 3-D digitising.
2.1 Digital Triangulation
The process of triangulation in digital systems follows
traditional steps specific for analytical photogrammetry.
Depending on the used model is possible to separate inner
orientation and absolute orientation of photos in programs
based on the bundle block adjustment, or inner, relative and
outer orientations in programs based on the method of models.
The measurement of tie points and control points is applied in
all cases. Inner orientation requires measurement of image
coordinates of fiducial marks and appropriate choice of
transformation methods. Depending on the type of the camera
they are central, angle or reseau. Training for improvement the
measurements of fiducials marks based on residuals is
important feature of digital system. The applied transformation
method allows usage of different number of parameters. The
comparison between orthogonal, affine and perspective
transformation is advantage but it is not implemented in all
systems for digital photogrammetry. In some systems for digital
photogrammetry are implemented algorithms for automatic
measurement of fiducial marks. They are based on image
matching algorithms between images of fiducial marks and
their patterns. The measurement of tie points could be done
manually or automatically. The automatic measurement of
corresponding points for relative orientation is based on the
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image matching. The training for this process includes proper
selection of tie points position and accurate measurement of
corresponding points in stereo images. Estimation of the errors
in relative orientation can be done by residuals in vertical
parallax or more precisely by variance-covariance matrix. The
measurements of control points are necessary for outer
orientation of photogrammetric model. The knowledge about
convenient choice of their position is important for good quality
of the training process. The automatic identification of control
points is more difficult. Usually the operator makes the
measurements. The control points’ residuals are criteria for
proper selection and positioning on them. The monoscopic or
stereoscopic measurements of tie points and control points are
possible. If measured point occurs only in two photos then
stereoscopic measurement or automatic matching is preferable.
The quality of stereo viewing systems is important for visual
stereo measurement. If point has three and more images in
different photos monoscopic measurement and simultaneous
visualization of all points gives better results. For automatic
measurement correlation matching in different direction is
preferable. Except in strip overlap the side overlap between
strips is possible to be used. The accuracy of measurement can
be controlled by recalculation of adjustment after each change
of image co-ordinates.
2.2 Epipolar transformation
Generation of epipolar images is very important stage in digital
photogrammetry. In analytical photogrammetry measurements
are made over the images that are not optically oriented. Only
in some models of Analytical plotters are included subsystems
for rotation of images by Dove prisms after measurements of
firsts two tie points (Kraus, K., 1993). The relative orientation
in analytical photogrammetry is applied only in mathematical
model. In digital photogrammetry the transformation is applied
to the whole images not only to the measured points. These
techniques allows to process corresponding points in the
parallel image rows of transformed images. This procedure is
based on the theory of epipolar geometry. The epipolar
transformation is necessary stage not only for DEM extraction
and orthophoto transformation, but for 3-D digitising too. The
process of stereo visualisation and measurement is easily to be
made over the epipolar images rather than in the initial ones. If
images are not epipolar transformed then it is necessary to
adjust the relative vertical position of two stereo images
depending on the position of measured point in the stereo
model. Such technique is not implemented in all system for
digital photogrammetry but it is obligatory for system
producing digital orthophoto by usage of DEM created from
stereo couple.
2.3 DEM Creation
Digital elevation models that are used in Digital
photogrammetry could be produced from different sources:
survey data, vector topographic maps, analogue instruments
with digitising equipment, analytical photogrammetric systems
or digital processing of stereo photographs. In the most cases a
raster terrain model with different resolution is generated. The
break lines of the terrain are measured to achieve more
adequate terrain model. The utilisation of structural terrain lines
is not necessary in cases of very high resolution of raster terrain
model. Such models are generated if DEM is produced from
stereo photographs. Extraction of DEM from stereo images is
based on the correlation matching of corresponding points in
rows of epipolar transformed images. There are several