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Remote Sensing - Processing Imagery
Typical Operations on Aerial Image Data
Hardcopy aerial photography began in a hot air
balloon near Paris around 1858 (Downs,
1999). Since then, the science of photogrammetry
has developed. This science involves taking accurate measurements
from photographs to determine size and to map objects in an image.
Many industries utilize methods of photogrammetry. A forester, for
example, can measure the height and diameter of a tree in his or
her district by interpreting aerial photography. Other types of
measurement include area, distance, terrain elevation, and geographical
location.
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Image 22: SeaWiFS
Image of the Black Sea and the Sea of Azov (SeaWiFS)
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One of the most common initial operations on
digital aerial imagery is called image enhancement. This
refers to using digital image processing techniques to make the
image more attractive and pleasant to the human eye. This has been
going on in photo labs for over a century. It does not make the
data any better, but rather, makes it aesthetically more pleasing
in appearance, and therefore easier to interpret. A wide variety
of methods are available to accomplish this in various ways. Some
of the most common methods are: rescaling the brightness values,
contrast enhancement, image sharpening, and image merging.
Another procedure applying to hardcopy photographs
is photomosaicing. A photomosaic is a reproduction of a series
of adjacent photos fastened together so that a single, larger image
is formed. This technique is effective for producing large format
photos with a maximum amount of detail. All of these procedures
can also be accomplished with softcopy images using digital
image processing.
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Image 23: Landsat
7 Image of the southern coast of Louisiana (USGS)
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New techniques in digital image processing allow
scientists to extract specific information from aerial images. For
example, computers can convert digital image information into a
photographic representation showing productive soils for farming
(Downs,
1999). This is done by interpreting information from special
remote sensors that detect soil characteristics, like moisture level,
and then conducting digital image processing.
Georeferencing
is another exercise with softcopy data. Essentially, georeferencing
takes a digital image and “ties” it to the ground. In other words,
coordinates are assigned to the photographs that indicate where
the image lies on the earth’s surface. A georeferenced image is
important for making accurate maps.
There is specific equipment used for most of
these operations with aerial image data. For instance, all softcopy
data operations call for sophisticated and powerful software packages,
along with modern hardware, to process and store large amounts of
information.
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