My main
research interest is in developing computerized image analysis for medical
applications. I have been working in that field since my Master Thesis work in
1973-74. That work was dealing with Analysis of cell images using video and
computer technology. My doctoral thesis in 1977 was dealing with the same
subject. I have since then supervised about a dozen doctoral theses in that
field. Most of the previous work has been related to cancer research but now we
are also turning into modern cell biology problems. Digital imaging cytometry is a field of rapidly growing importance. Currently
we have close cooperation with the research group of professor
Ulf Landegren at the Rudbecks
Lab of
A trend in
modern microscopy is that more and more images are becoming 3D, thus
representing our three dimensional world in a more accurate way. We see many
interesting and challenging problems in developing effective image analysis
algorithms for such images. A concrete example is a comparative study of the
structure of muscle fibres for animals of different species.
But cell image analysis is
not my only interest. I also work with other medical images e.g. from radiology
(CT, MR) or nuclear medicine (PET, SPECT). One of our
main early results in that field was the development of a computerized brain atlas. Currently we have an exciting
project on using haptic interaction to supplement the
visual one in exploring medical images. We have collaboration with the
University hospital in
Our research at CBA also covers many other things. The other senior
research leader in image analysis at the centre is Gunilla
Borgefors,
she is professor at the
We have also for many years
had research in remote sensing where we in particular have been interested in
developing hyperspectral image analysis techniques,
and techniques that mix classical remote sensing methods with image analysis
methods. In general we finds it fruitful to be active in rather diverse application
fields and try to see when methods that have become established in one field
can be adapted to be useful also in a completely different field. Our future
involvement in remote sensing is currently being discussed.
Finally I am also
responsible for computer graphics and visualisation at
For a much more complete
account of our research I refer to the other web-pages at www.cb.uu.se e.g. the personal web-pages of my
colleagues and students and in particular to our annual report which lists all
our current projects, publications, collaboration partners and other recent
activities.