University of Bonn (Institute for Photogrammetry) Sample Clauses

University of Bonn (Institute for Photogrammetry). The Institute for Photogrammetry at Bonn University is doing research in computational vision and digital photogrammetry. The group, which is active in this field since 1990, currently has 10 researchers and graduate students. 12 PhD thesis came out of the group in the last 5 years. The main topic since nearly 10 years is automatic image interpretation, especially automatic building extraction from single and multiple images. The goal is to develop models which on one hand are generic enough to cover a large range of real buildings and on the other hand specific enough to allow automatic analysis. Two aspects have been in focus: (1) semantic models for interpreting aerial images are a key in reaching the required level of abstraction and to generate results which can be used in geoinformation systems; here, in cooperation with the Computer Science Department generic models of buildings on the basis of CSG-models have been developed and successfully applied; (2) The integration of geometry and statistics appears to be the key for consistent geometric reasoning when reconstructing polyhedral type objects from images. We are currently building a toolbox for statistically uncertain geometric reasoning (SUGR) which helps us in grouping in 2D and 3D. Moreover we investigate Markoff-random fields and Bayesian networks for modelling reasoning under uncertainty. Our future work is directed towards integrating semantics, geometry and statistics into one system. Here the aspect of control of vision algorithms and the interface with human operators will play a central role. The work on performance characteristics of vision algorithms and on semiautomatic building extraction is a first step into this direction of automatic interpretation of aerial images.
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