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C Schnörr

Publications and source records attributed to C Schnörr.

3 recordsLinked to original sources

A linear programming approach to limited angle 3D reconstruction from DSA projections.

OBJECTIVES: We investigate the feasibility of binary-valued 3D tomographic reconstruction using only a small number of projections acquired over a limited range of angles. METHODS: Regularization of this strongly ill-posed problem is achieved by (i) confining the reconstruction to binary vessel/non-vessel decisions, and (ii) by minimizing a global functional involving a smoothness prior. RESULTS: Our approach successfully reconstructs volumetric vessel structures from three projections taken within 90 degrees. The percentage of reconstructed voxels differing from ground truth is below 1%. CONCLUSION: We demonstrate that for particular applications--like Digital Subtraction Angiography--3D reconstructions are possible where conventional methods must fail, due to a severely limited imaging geometry. This could play an important role for dose reduction and 3D reconstruction using non-conventional technical setups.

Angiography, Digital Subtraction↗

Telemicroscopy stations for telepathology based on broadband and ISDN connections.

Telemicroscopy equipment is a key tool to perform Telepathology successfully. It allows the local separation of the microscope with the tissue samples from the investigating pathologist. The Telemicroscopy stations presented provide the user with a full access to the functions such as scanning stage, focus, illumination and magnification selection of a remote microscope. One system applies as communication link a broadband video conference net of the German Telekom with full realtime capabilities and color TV-image quality. As this network provides adequate interfaces for video and computer net signals, it is well suited to establish within a short time interval a very comfortable Telemicroscopy connection without the development of additional equipment. As the broadband network is expensive the application is economically restricted to special applications. The other system relies on the narrow band connections of the ISDN telephone network. This design is inexpensive with respect to data transmission and is available nearly worldwide everywhere. But on the other hand this strategy is limited concerning realtime capabilities. To reduce these limitations to an acceptable level intelligent coding and operation concepts of the stations have to be developed.

Computer Communication Networks↗

A nonlinear regularization approach to early vision.

We propose a new class of approaches to smooth visual data while preserving significant transitions of these data as clues for segmentation. Formally, the given visual data are represented as a noisy (image) function g, and we present a class of continuously formulated global minimization problems to smooth g. The resulting function u can be characterized as the minimizer of a specific nonquadratic functional or, equivalently, as the result of an associated nonlinear diffusion process. Our approach generalizes the well-known quadratic regularization principle while retaining its attractive properties: For any given g, the solution u to the proposed minimization problem is unique and depends continuously on the data g. Furthermore, convergence of approximate solutions obtained by finite element discretization holds true. We show that the nodal variables of any chosen finite element subspace can be interpreted as computational units whose activation dynamics due to the nonlinear smoothing process evolve like a globally asymptotically stable network. A corresponding analogue implementation is thus feasible and would provide a real time processing stage for the transition preserving smoothing of visual data. Using artificial as well as real data we illustrate our approach by numerical examples. We demonstrate that solutions to our approach improve those obtained by quadratic minimization and show the influence of global parameters which allow for a continuous, scale-dependent, and selective control of the smoothing process.

Computer Simulation↗