5A-3-4
The stereo vision system consists of two high speed,
high resolution progressive scan CCD cameras. It
captures stereo image pairs while the system drives
at posted road speeds. The images are taken
according to an operator-defined distance interval to
provide full coverage of the roadway and its
surroundings.
In order to perform precise positioning, it is
necessary to calibrate the entire system. Camera
geometry, lens distortions, relative orientation
parameters and offset between the stereo vision
system and the GPS/INS system must be
determined. The camera geometry may be constant
for a long time, but the relative and rotation offsets
may change between different missions. Therefore,
the entire system calibration is divided into two
parts. The first part is the calculation of camera
parameters using known control points in a test-
field. The second is the calculation of the relative
orientation and rotation offset based on a
coplanarity equation and known constraints. In the
second part, the position and rotation parameters of
an image pair are used. No additional controls are
required from the operator. It is well suited for an
operationally smooth mobile mapping system.
3.4 Feature Extraction From Stereo Imagery
The GPSVision system is designed to capture
images of road environment and the feature
extraction software is developed to collect features
from images. This software is based on Microsoft
Windows 95/98 operating system and is external
rule based driven and language neutral. The user
will interact with the software and point at features
of interest in the stereo image pairs. The software
then triangulates the relative position of the selected
feature and transfer it into the global coordinate
system.
In addition to calculating locations, the software will
provide for the selection, control and display of
images. A map window display the tracking of the
GPSVision, the image location and the extracted
features. An image pair is selected from the map
window or using forward/backward image function.
The image can be viewed in the zoom mode and its
contrast is easily adjustable. The user selects the
active feature and assigns attributes to it. After
measuring the left and right image coordinate, the
global coordinate or the distance measurement is
also displayed.
By using the image matching method, the features
are positioned by selecting a point on one of the
stereo images. It reduce the feature extraction time
by half. Another application of the image matching
technology is to measure the profile and surface of
object.
Fig 4 Stereo images are used to locate and measure infrastructure
The output data is used for construction and inventory.