WATER BODY INFORMATION EXTRACTION FROM HIGH RESOLUTION
AIRBORNE SAR IMAGE WITH TECHNIQUE OF IMAGING IN DIFFERENT
DIRECTIONS AND OBJECT-ORIENTED
XIE Chunxi 3,b ’*, ZHANG Jixian 3 , HUANG Guoman 3 , ZHAO Zheng 3 , WANG Jiao 3 ’ b
a Chinese Academy of Surveying and Mapping,Beijing, 100039,P.R.China,wj-lover@sohu.com
b Liaoning technical university, Fuxin, Liaoning Province, 123000,P.R.China
Commission VII, WG VII/2
KEY WORDS: Information Extraction, Object-Oriented, Dfferent Drections, Seckle noise , Sadow, Wter body
ABSTRACT:
Water resources play an important role in region planning, natural disaster, industrial and agricultural production and so on. Airborne
SAR images provide advanced means to get water bodies information quickly and accurately because it is not affected by clouds and
lights. Water is confused easily with shadow since calm water surface induces mirror reflection when it gives birth to echo wave.
Hence its color is similar to shadow so that it is difficult to distinguish between water body and shadow in airborne SAR image. In
order to achieve the goal that make distinctions between water body and shadow, the article put forward an innovation that extract
water body information from high resolution airborne SAR image based on technique of imaging in different directions and
object-oriented.
1. INTRODUCTION
Synthetic Aperture Radar(SAR) is a powerful tool for
information extraction. However, the shadow in SAR image
becomes the major obstacle to extract water body. In order to
solve the problem, the article utilizes the technique of imaging
in different directions for the same region to eliminate the effect
of shadow. However, speckle appearing in SAR images is due
to the coherent interference of waves reflected from many
elementary scatters (Gianfranco de Grandi, J., 1999). Speckle
reduction is crucial to extracting water body from SAR image.
The article selects adaptive window Lee local statistics filter to
reduce speckle that influence precision of water body extraction.
At the same time in order to achieve the goal that extract water
body and shadow, the article put forward an innovation that
extract water body information from high resolution airborne
used objected oriented technique, which improve the traditional
pixel-based classification method. The outcome of
object-oriented classification gives birth to patch that help make
distinctions between water body and shadow.
2. IMAGE REGISTERATION
The method of extracting water body from SAR image demands
that register precisely one SAR image that range direction is
from north to south to the other that range direction is from
south to north. The article uses geometric correction based on
polynomial model. The other image is regard as the reference
image to select control point. After registering two directions
image, we cut out two sub-image of same area through image
subset. The raw images that imaged in two directions and the
two images used to extract is as follows:
Figure 1. The raw image that range direction is from north to
south
Figure 2. The raw image that range direction is from south to
north