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Image processing, Mathematica, CWeb, parallel Algorithms and other stuff.

Pages for the documentation of my research at University Leipzig.
Maintained by Patrick Scheibe.
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Scientific projects I'm involved.

Image-Based Quantification of Regeneration.

Since January 2009 I'm working on this project at TRM-Leipzig. One question there is, when do cells turn into functional tissue. It goes along with things like cell-division and differentiation. Currently we are studying chemical models for the cell-cycle.

3D-reconstruction of Basal Cell Carcinoma (BBC).

In cooperation with the Department of Dermatology and Venereology of the University Leipzig we are working on 3D-reconstructions of a common form of skin-cancer. The base of this work are stained serial sections which are then processed through different registration and segmentation steps to obtain the reconstructed tumour inside.

Unregistered slide stack. Registered slide stack.

Here you can see the effect of an rigid registration on a small sample stack of slides. The images are only rotated and translated not transformed non-linear.

A segmentation result.

In every slide the tumorous part is selected with a colour-segmentation method. A segmentation divides an image into different (often but not always non-overlapping) classes according to the colour.

The fully rendered tumour. The fully rendered tumour.

The last step is to put all segmentation results together and build the reconstruction.

This is ongoing work and the results will be published. This research partially bases on the following work:

[1] Ulf-Dietrich Braumann, Jens-Peer Kuska, and Jens Einenkel. Dreidimensionale Rekonstruktion der Invasionsfront von Gebärmutterhalskarzinomen. In Thomas Wittenberg, Peter Hastreiter, Ulrich Hoppe, Heinz Handels, Alexander Horsch, and Hans-Peter Meinzer, editors, Bildverarbeitung für die Medizin 2003 - Algorithmen, Systeme, Anwendungen, Informatik aktuell, pages 230-234. Springer-Verlag, March 2003. http://sunsite.informatik.rwth-aachen.de/Publications/CEUR-WS/Vol-80/p230.pdf.
[2] Ulf-Dietrich Braumann, Jens-Peer Kuska, Jens Einenkel, Lars-Christian Horn, and Michael Höckel. Quantification of Tumour Invasion Fronts using 3D Reconstructed Histological Serial Sections. In Thomas Tolxdorff, Jürgen Braun, Heinz Handels, Alexander Horsch, and Hans-Peter Meinzer, editors, Bildverarbeitung für die Medizin 2004 - Algorithmen, Systeme, Anwendungen, Informatik aktuell, pages 70-74. Springer-Verlag, March 2004. http://sunsite.informatik.rwth-aachen.de/Publications/CEUR-WS/Vol-116/p070.pdf.
[3] Ulf-Dietrich Braumann, Jens-Peer Kuska, Jens Einenkel, Lars-Christian Horn, Markus Löffler, and Michael Höckel. Three-Dimensional Reconstruction and Quantification of Cervical Carcinoma Invasion Fronts from Histological Serial Sections. IEEE Transactions on Medical Imaging, 24(10):1286-1307, October 2005. http://dx.doi.org/10.1109/TMI.2005.855437.
[4] Ulf-Dietrich Braumann and Jens-Peer Kuska. Influence of the Boundary Conditions on the Result of Non-linear Image Registration. In Proceedings of the IEEE International Conference on Image Processing, pages I-1129-1132. IEEE Signal Processing Society, September 2005. http://dx.doi.org/10.1109/ICIP.2005.1529954.
[5] Ulf-Dietrich Braumann and Jens-Peer Kuska. A New Equation for Nonlinear Image Registration with Control over the Vortex Structure in the Displacement Field. In Proceedings of the IEEE International Conference on Image Processing, pages 329-332. IEEE Signal Processing Society, October 2006. http://dx.doi.org/10.1109/ICIP.2006.313160.
[6] Patrick Scheibe, Ulf-Dietrich Braumann, and Jens-Peer Kuska. Projection Technique for Vortex-Free Registration. In Alexander Horsch, Thomas M. Deserno, Heinz Handels, Hans-Peter Meinzer, and Thomas Tolxdorff, editors, Bildverarbeitung für die Medizin 2007 - Algorithmen, Systeme, Anwendungen, Informatik aktuell, pages 439-443. Springer-Verlag, March 2007. http://sunsite.informatik.rwth-aachen.de/Publications/CEUR-WS/Vol-283/p439.pdf.