A CORRELATIVE TECHNIQUE FOR CORRECTION OF SHADING EFFECTS IN DIGITAL MULTISPECTRAL
VIDEO IMAGERY.
Cindy Ong
CSIRO, The Leeuwin Centre for Earth Sensing Technologies
Private Bag, P.O. Wembley, W.A. 6014. Tel: (09) 387 0243 Fax: (09) 387 0121
KEY WORDS: Method, Correlation, Correction, Multispectral, Video
ABSTRACT
This paper describes a technique for the removal of
shading effects, caused by solar geometry and
shadows, from airborne Digital Multi-Spectral
Videography (DMSV) images acquired over the
Comalco bauxite mines in North Queensland,
Australia. The approach involves use of near-
simultaneously acquired Landsat Thematic Mapper
(TM) satellite data. The correlative technique
produces imagery that retains a stable dynamic range
and has very high numerical coherence in the overlap
areas of sequential images. Calibration of the images
to reflectances, using field spectral data, is performed
before production of the seamless mosaics. The
results of classification, using the corrected dataset,
confirmed the adequacy of the correction procedure
for its intended use in minesite rehabilitation
monitoring. This paper describes the development
and implementation of the technique and gives
examples of the correction.
Introduction
Shading effects across Digital Multi-Spectral Video (DMSV)
images (Lyon et al., 1994), sometimes called the “hot-spot”
effect, is a significant problem. It is often referred to as the bi-
directional reflectance factor, cross-scene or cross-track
brightness, or differential illumination. It is visible on most
aerial photographs and video images, appearing at the point on
the ground in line with the aircraft and the sun. (The sun is in
effect eclipsed by the aircraft). Maximum image-brightness
surrounds that point as there is no visible shadow from
vegetation structure. As the radial distance increases, so also
does the amount of visible shadow in the image, causing
reduced total reflectance. The shading is also dependant on
particles in the atmosphere, pathlength, wavelength and the
nature of the component surface material. Figure 1 shows an
example of shading across two DMSV frames.
of 10,000 feet with a maximum 37? field of view.
Methods for removing shading by calculating a surface of
average brightness, from a sequence of “uniform” frames in the
flight line, and subtracting that surface from each image were
evaluated. However, with the Weipa data, we were unable to
obtain a satisfactory result. Most of the DMSV images
covering the Weipa and Andoom minesites contain highly
variable land cover, making it impossible to obtain enough
uniform frames to derive an appropriate correction.
Figure 1: Example of two DMSV frames from a flight line over the Andoom minesite taken at 08:11 on 14 Nov 1994 from a height
In his analysis of video data, King (1991) showed that,
where the linear trends were consistent in all bands,
simple band-ratios were a very effective means of
reducing differential illumination caused by view angle.
This method was also tried with unsatisfactory results.
- Rayleigh scattering effects vary for each waveband,
being greater in the shorter wavelength bands. Such
effects, prominent in the Comalco data, seem to
contradict King's assumptions.
International Archives of Photogrammetry and Remote Sensing. Vol. XXXI, Part B2. Vienna 1996
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