The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Vol. XXXVII. Part Bl. Beijing 2008
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Where, ^ max is the maximum in all the ranked correlation
coefficients and ^ min is the minimum, and k is a constant, in
this paper, k=0.2. When the correlation coefficient is less than
threshold, give up the detected matching points, otherwise keep
these two points.
4. RESULTS AND ANALYSIS
Airborne SAR images acquired with different geometric
parameters have been taken to experimentation. In order to
examine the stability of different sales of this matching
algorithm in the article, lots of image pairs covering different
physiognomy areas have been experimented with SIFT
matching algorithm.
In this experimentation, the SIFT algorithm has been used
directly for image pairs with resemble gray contrast between
the target image and the reference iamge. But for the SAR
image pairs acquired at different times and different orbit,
Canny algorithm has been used to extract edge features before
the SIFT key points were extracted to match.
4.1 Results of experimentation:
a The key points of the target SAR image.
2007101500442866_FullPaper
c The result of matching points connected lines(The up-half image is the
target SAR image, and the down-half image is the DOM SAR image.
Both sides of lines represent corresponding match points).
Figure 4 The result of SAR images matching.
4.2 Results analysis
The flat land, the terraced field, the mountainous region and the
residents, each of which include ten groups, have been taken to
experiment in the article, with different SIFT threshold. If the
matching error of corresponding feature points is less than 3
pixels, we consider the matching result right. Matching
probability can be defined with expressions:
p = N / M
where: N-number of right matching points
M-number of all corresponding points.
M
N
threshold
p (%)
flat
85
82
0.77
96
terr
112
112
0.6
100
moun
56
54
0.82
96
resi
130
123
0.6
94
All
383
371
97
b The key points of the DOM reference SAR image.
Table 1 The results of different physiognomy matching
From the experimental results we can see that the matching
probability of terraced field is highest. And the matching