665 citations · 990 across the 48 of their papers we have counts for
3 papers · 1 filter
Learning Analysis-by-Synthesis for 6D Pose Estimation in RGB-D Images
Alexander Krull, Eric Brachmann, Frank Michel +3
Analysis-by-synthesis has been a successful approach for many tasks in computer vision, such as 6D pose estimation of an object in an RGB-D image which is the topic of this work. T…
Automatic 3D Liver Segmentation Using Sparse Representation of Global and Local Image Information via Level Set Formulation
Saif Dawood Salman Al-Shaikhli, Michael Ying Yang, Bodo Rosenhahn
In this paper, a novel framework for automated liver segmentation via a level set formulation is presented. A sparse representation of both global (region-based) and local (voxel-w…
Mapping Auto-context Decision Forests to Deep ConvNets for Semantic Segmentation
David L. Richmond, Dagmar Kainmueller, Michael Y. Yang +2
We consider the task of pixel-wise semantic segmentation given a small set of labeled training images. Among two of the most popular techniques to address this task are Decision Fo…