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DAGM
2006
Springer
15 years 6 months ago
Parameterless Isomap with Adaptive Neighborhood Selection
Abstract. Isomap is a highly popular manifold learning and dimensionality reduction technique that effectively performs multidimensional scaling on estimates of geodesic distances....
Nathan Mekuz, John K. Tsotsos
DAGM
2006
Springer
15 years 6 months ago
Robust Non-rigid Object Tracking Using Point Distribution Manifolds
Abstract. We present an approach to non-rigid object tracking designed to handle textured objects in crowded scenes captured by non-static cameras. For this purpose, groups of low-...
Tom Mathes, Justus H. Piater
DAGM
2006
Springer
15 years 6 months ago
A Point-Based Approach to PDE-Based Surface Reconstruction
Christian Linz, Bastian Goldlücke, Marcus A. ...
DAGM
2006
Springer
15 years 6 months ago
Integrating Recognition and Reconstruction for Cognitive Traffic Scene Analysis from a Moving Vehicle
This paper presents a practical system for vision-based traffic scene analysis from a moving vehicle based on a cognitive feedback loop which integrates real-time geometry estimati...
Bastian Leibe, Nico Cornelis, Kurt Cornelis, Luc J...
DAGM
2006
Springer
15 years 6 months ago
The Edge Preserving Wiener Filter for Scalar and Tensor Valued Images
This contribution presents a variation of the Wiener filter criterion, i.e. minimizing the mean squared error, by combining it with
Kai Krajsek, Rudolf Mester