The Faculty of Mathematics and Natural Sciences: Search
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Spectral Properties of the Kernel Matrix and their Relation to Kernel Methods in Machine Learning
(2005)
Machine learning is an area of research concerned with the construction of algorithms which are able to learn from examples. Among such algorithms, so-called kernel methods form an important family of algorithms which have ...
Shape and Topology Constrained Image Segmentation with Stochastic Models
(2005)
The central theme of this thesis has been to develop robust algorithms for the task of image segmentation.
All segmentation techniques that have been proposed in this thesis are based on the sound modeling of the ...
All segmentation techniques that have been proposed in this thesis are based on the sound modeling of the ...