POTENTIAL OF IKONOS AND QUICKBIRD IMAGERY FOR ACCURATE 3D POINT
POSITIONING, ORTHOIMAGE AND DSM GENERATION
H. Eisenbeiss , E. Baltsavias, M. Pateraki, L. Zhang
Institute of Geodesy and Photogrammetry, ETH-Hoenggerberg, CH-8093, Zurich, Switzerland - (ehenri, manos,
maria, zhangli)@geod.baug.ethz.ch
Thematic Session 20 — Applications of High Resolution Data
KEY WORDS: IKONOS, QUICKBIRD, high resolution, radiometric preprocessing, sensor models, point positioning, orthoimage,
DSM, accuracy analysis
ABSTRACT:
This paper describes the processing of IKONOS and QUICKBIRD imagery of two different datasets in Switzerland for analyzing
the geometric accuracy potential of these images for 3D point positioning, and orthoimage and DSM generation. The first dataset
consists of panchromatic and multispectral IKONOS and QUICKBIRD images covering the region of Geneva. In the second area
around Thun with a height range of ca. 1650 m, the dataset consisted of a triplet and a stereo pair with an overlap of 50 %. In both
areas, laser DTM/DSM existed and in Geneva also aerial orthoimages. GCPs with an accuracy of 0.2-0.4 m have been used in both
sites. The investigations for 3D point positioning included 4 different sensor models, different GCP measurement, variable number
of control points and area covered by them. The results showed that the Rational Polynomial Coefficient (RPC) model compared to
2D and 3D affine models are more general and can model sufficiently imaging modes that depart from linearity. This is particular
so for QUICKBIRD which needs after the use of RPCs an additional affine transformation in order to reach accuracies of Im or
less. With sufficient modeling, the planimetric accuracy was 0.4 — 0.5 m, even for few GCPs and only partly covering the images.
Orthoimages were generated from both QUICKBIRD and IKONOS with an accuracy of 0.5-0.8 m, using a laser DTM. A
sophisticated matching algorithm was employed in Thun. In spite of various difficult conditions like snow, long shadows,
occlusions due to mountains etc., the achieved accuracy without any manual editing, was 1-5 m depending on the landcover type.
while in open areas it was about 1 m. Under normal conditions, this accuracy could be pushed down to about 0.5 m. Thus,
IKONOS, and to a lesser degree QUICKBIRD, could be an attractive alternative for DSM generation worldwide.
1. INTRODUCTION
1.1 Aims
The topic of this paper is the analysis of the potential of
IKONOS and secondary QUICKBIRD (QB) for 3D point
positioning, orthoimage and DSM generation. Two test sites,
in Geneva and Thun, were used with accurate reference data
and partly different aims. In both projects, there was a
cooperation with the Swiss Federal Office of Topography
(swisstopo) and Space Imaging (SI). In, Geneva, the final aim
was the investigation whether high-resolution satellite (HRS)
imagery can be used for updating the Swiss national maps at
foreign border areas, which has as prerequisite the generation
of accurate orthoimages. Another aim was the analysis of
accuracy of IKONOS and QB for 3D point positioning and
orthoimage generation using Rational Polynomial Coefficients
(RPCs) and simpler models. The HRS
orthoimages will be compared to alternative information
sources regarding feature interpretation and mapping by the
swisstopo. In Thun, the main aim was accuracy investigations
of IKONOS for point positioning and DSM generation using a
block of images (2 strips with 5 images) over a terrain with
large height range and very variable landcover. The whole
processing was performed exclusively with software based on
good quality algorithms and developed at our Institute, most of
it part of an operational software package for processing of
other sensor
linear array digital imagery.
1.2 Datasets
In Geneva, we used two slightly overlapping IKONOS images
(west and east, each about 10 km x 20 km) and one QB image
covering the eastern and 60% of the western IKONOS images.
In Thun, one stereo pair (eastern part) and a triplet (western
part) of IKONOS images (each image 10 km x 20 km) were
used, with each image group acquired on the same day (see
Table 1). The two strips in Thun had a ca. 50% overlap, and
the triplet images were covered in about 70% of the area by
snow, while all images had long shadows. The nadir image in
the triplet was very close to one image of the stereopair, which
had a suboptimal base/height ratio. All IKONOS images were
Geo, 11-bit with DRA off, with Im panchromatic (PAN) and
4m multispectral (MS) channels (in Thun only PAN was used),
while the QB image was Basic 1B, 11-bit, 0.63m PAN and
2.52m MS. IKONOS and QB images had associated RPC files.
For the measurement of GCPs in the Geneva site we used in
the Canton of Geneva orthoimages with 0.25 m pixel size and
ca. 0.5 m accuracy, derived from 1 m laser DTM with 0.5 m
accuracy and outside the Canton, Swissimage orthoimages with
0.5 m pixel size and 1 m accuracy, derived from a 25m DTM
(DHM25) with ca. 2 m accuracy. The coordinates of the GCPs
in Thun were measured with differential GPS. In all cases,
GCPs were measured in the images semi-automatically using
least squares and intersection of straight, long enough lines or
ellipse fit. The control points have an accuracy of 0.2 - 0.4 m in
object and image space. In Thun, a 2m laser DSM with an
accuracy of 0.5 m - 1 m (1 sigma) for open areas and 1.5 m for
vegetation areas was used as reference data for the DSM
generation from IKONOS.
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