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Jonathan Balzer

2 accepted papers

2015

Efficient Minimal-Surface Regularization of Perspective Depth Maps in Variational Stereo

CVPR 2015poster

We propose a method for dense three-dimensional surface reconstruction that leverages the strengths of shape-based approaches, by imposing regularization that respects the geometry of the surface, and the strength of depth-map-based stereo, by avoiding costly computation of surface topology. The res…

Cited by 56SourcePDFScholar
2015

Multi-View Feature Engineering and Learning

CVPR 2015poster

We frame the problem of local representation of imaging data as the computation of minimal sufficient statistics that are invariant to nuisance variability induced by viewpoint and illumination. We show that, under very stringent conditions, these are related to "feature descriptors" commonly used i…

Cited by 26SourcePDFScholar