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A METHOD FOR BUILDINGS CHANGE DETECTION BASED ON VERTICAL EDGES
EXTRACTION
Tiantian Feng 3 *, Mi Wang 3 , Jianya Gong 3
d State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing,
Wuhan University, 129# Luoyu Road, Wuhan 430079, China - fancyftt@163.com, (wangmi,jgong)@lmars.whu.edu.cn
KEY WORDS: Vertical Edge, Change Detection, Vanishing Point, Photogrammetry, Edge Extracting, Line Detection
ABSTRACT:
This paper proposes a method for buildings change detection. Vertical edges of buildings are extracted in pairs of aerial images
respectively, taking advantage of the character that vertical edges intersect at their vanishing point without fail. The ground
coordinates of the vertices on each vertical edge are calculated according to projection difference and the principle of frontage
intersection. And the changes of buildings are detected by carrying on the change analysis using these coordinates and the three
dimensional city models. Finally, experiments are given. The results show that the approach proposed by this paper is feasible and
the changes of buildings can be detected accurately.
1. INTRODUCTION
City is the centre of population, economy, infrastructure and
culture in the earth. With the rapid developments of the
economy, the changes of cities are more and more prominent.
And the researches on urban change detection are widely
considered by scholars. At present, there are two kinds of
researches on urban change detection. For one hand, the
changes on the ground are analyzed by using kinds of remote
sensing images. For example, the expanding of cities, the
changes of land cover and land use, and so on(Li et al. 2005;
Hassiba and Youcef 2006; Song et al. 2006; Di et al. 2008). It
has the vital practical significance to urban sustainable
development Wang et al. 2006). On the other hand, the changes
of some specific features (for example buildings, roads and so
on) are detected according to the aerial images, orthographic
map, and other GIS data(Liu et al. 2002; Zhang et al. 2005). It
can provide the basis of planning timely and effectively for the
decision-maker. And this plays a vital role in urban planning,
construction management and economic development(Liu et al.
2002). Therefore, how to obtain the urban change information
accurately appears quite urgent.
This paper focuses on the changes of buildings in urban.
Vertical edges of buildings are extracted in pairs of aerial
images, taking advantage of the character that the vertical edges
intersect at their vanishing point without fail. Then, the ground
coordinates of the vertices on each vertical edge are calculated
according to the projection difference and the principle of
frontage intersection. Finally, the changes of buildings are
obtained by carrying on the alternating change analysis using
these coordinates and the three dimensional city models. 2
2. VERTICAL LINES EXTRACTING
Vertical edges are the necessary characteristic of
buildings(Tang et al. 2004). They have important significance
to building’s description because they can supply both the
building’s positional information and the elevation information.
In the aerial images, the buildings’ vertical edges are mainly
consisted in the straight lines which are extracted from the edge
information. According to the knowledge of photogrammetry, it
is known that vertical edges of buildings are a group of parallels
which are vertical to the horizontal plane, and intersect at the
vanishing point. Moreover, aerial images are got by the way of
central projection, and camera’s lens is the centre of projection.
In the photographic moment, the camera’s main axis is vertical
to the horizontal plane approximately (inclination angle of
images are smaller than 3 degrees(Li et al. 2001)). As a result,
the principal point can be regarded as the vanishing point(Tang
et al. 2004), and the vertical edges can be detected according to
examining whether the straight lines extracted in aerial images
pass through the principal point.
Suppose that point O is the principal point of an aerial image,
line 1 is a straight line detected in the image, and line 1 locates at
the image block P. The right bottom comer of image block P is
at (x ; , _y,) , and the left top comer is at (x 2 ,y 2 ) ■ P locates at the
first quadrant which is shown in Figure 1 (the cases of image
block P locates at other quadrants are similar to this).
y 1
k
(-v>\)
/
/
/
/
/
/
/
/
/
/
Â
p
/ ✓
/ y
/ /
(-W.)
o
Figure 1 The restriction of vertical edges
Suppose that k is the slope of a vertical edge. Then the scope of
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