56 citations · 199 across the 40 of their papers we have counts for
5 papers · 1 filter
Shape from Texture using Locally Scaled Point Processes
Eva-Maria Didden, Thordis Linda Thorarinsdottir, Alex Lenkoski +1
Shape from texture refers to the extraction of 3D information from 2D images with irregular texture. This paper introduces a statistical framework to learn shape from texture where…
Phase Transitions and Cosparse Tomographic Recovery of Compound Solid Bodies from Few Projections
Andreea Deniţiu, Stefania Petra, Claudius Schnörr +1
We study unique recovery of cosparse signals from limited-angle tomographic measurements of two- and three-dimensional domains. Admissible signals belong to the union of subspaces…
Contour Manifolds and Optimal Transport
Bernhard Schmitzer, Christoph Schnörr
Describing shapes by suitable measures in object segmentation, as proposed in [24], allows to combine the advantages of the representations as parametrized contours and indicator f…
Higher-order Segmentation via Multicuts
Joerg Hendrik Kappes, Markus Speth, Gerhard Reinelt +1
Multicuts enable to conveniently represent discrete graphical models for unsupervised and supervised image segmentation, in the case of local energy functions that exhibit symmetri…
Convex Variational Image Restoration with Histogram Priors
Paul Swoboda, Christoph Schnörr
We present a novel variational approach to image restoration (e.g., denoising, inpainting, labeling) that enables to complement established variational approaches with a histogram-…