VI. FUTURE WORK.
Regarding future work there are several levels at which it is
intended to extend technique and data analysis. Firstly it would
be interesting to take the stereo images at different coverages,
through varying the camera to water height. This would both
allow the exploration of spatial statistics at different wave
scales and also extend the range of the automated wavenumber
spectra both up to higher wavenumbers, well into the capillary
range and to lower wavenumbers up to and beyond the spectral
peak.
Secondly the use of shape from shading as an alternative means
of deriving automated sea surface elevation would provide an
interesting complimentary technique to stereo-matching, with
the possibility of a higher spectral resolution (Frankot and
Chellappa, 1988). Work on this is being undertaken. It is
hoped to have a direct spatial and spectral comparison of results
from the two techniques using the same images in the near
future. This together with spot height measurements on an
analytical plotter will provide an extensive analysis of the
field.
Thirdly, though wave staffs have the limitations outlined in
section I , they never the less represent one of the most
important ways of cross validating wave spectra derived using
the automated imaging techniques. Therefore it would be
interesting to both extend the point wave staff spectra to higher
wavenumbers and obtain directional wave staff spectra, allow a
direct comparison of directional spectra. Measurements are
currently being made with an array of seven wave staffs rather
than the single staff which will provide directional information,
though these only still resolve up to 3Hz. To resolve higher
wavenumbers up to 8Hz we will be collaborating in the near fu-
ture with a group in Venice who are using a novel wave probe
based on an X-band microwave probe (Fiscella et al., 1982,
1991). Such an inter-comparison will provide a unique
opportunity for investigating the resolution and, strengths and
weakness of these different approaches at the high frequency end
of the spectrum. Finally, these results open the possibility for
investigating a whole range of non-guassian spatial statistics,
and their relationship to microwave returns, not possible in
such detail until now (Longuet-Higgins, 1983; Srokosz, 1986).
It is intended to extend the data analysis to explore these
aspects of the results.
The viability of the automated stereo-matching of water images
to derive short gravity-capillary wave height distributions and
directional high wavenumber power spectra has been proved.
Consistency has been shown between the wave staff spectra and
automated wave height measurements and in the linearity of the
resulting wave number spectra with another author. It is hoped
that such a technique will soon make possible the rapid
automated processing of the large quantities of data generated in
the oceanographic study of wind-generated waves and permit the
long-term development of microwave inversion techniques for
geophysical parameter extraction from spaceborne
measurements.
Acknowledgements.
The authors thank Dr C. Clayson, Mr M. Hartman & Mr M.
Conquer of the Institute of Oceanographic Science Deacon
Laboratory, Wormley, UK, for their significant contribution in
the data acquisition process and Ms H. Marshall of UCL for her
assistance in the photogrammetric restitution process on the
analytical plotter. This research is funded by the Natural
Environment Research Council under case studentship.
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