CVPR
2010
IEEE
14 years 7 months ago
2010
IEEE
We address the task of learning a semantic segmentation from weakly supervised data. Our aim is to devise a system that predicts an object label for each pixel by making use of on...
CVPR
2010
IEEE
14 years 7 months ago
2010
IEEE
Scene categorization is a fundamental problem in computer vision. However, scene understanding research has been constrained by the limited scope of currently-used databases which...
CVPR
2010
IEEE
14 years 7 months ago
2010
IEEE
We propose a data-driven, hierarchical approach for the analysis of human actions in visual scenes. In particular, we focus on the task of in-house assisted living. In such scenar...
CVPR
2010
IEEE
14 years 7 months ago
2010
IEEE
In this paper, we propose a new shape decomposition method, called convex shape decomposition. We formalize the convex decomposition problem as an integer linear programming probl...
CVPR
2010
IEEE
14 years 7 months ago
2010
IEEE
We introduce locally-rigid motion, a general framework for solving the M-point, N-view structure-from-motion problem for unknown bodies deforming under orthography. The key idea i...
CVPR
2010
IEEE
14 years 7 months ago
2010
IEEE
We propose a new family of algorithms for denoising data assumed to lie on a low-dimensional manifold. The algorithms are based on the blurring mean-shift update, which moves each...
CVPR
2010
IEEE
14 years 7 months ago
2010
IEEE
A framework is presented for estimating the pose of a camera based on images extracted from a single omnidirectional image of an urban scene, given a 2D map with building outlines...
CVPR
2010
IEEE
14 years 7 months ago
2010
IEEE
Given very few images containing a common object of interest under severe variations in appearance, we detect the common object and provide a compact visual representation of that...
CVPR
2010
IEEE
14 years 7 months ago
2010
IEEE
In this paper we introduce a novel Riemannian framework for shape analysis of parameterized surfaces. We derive a distance function between any two surfaces that is invariant to r...
CVPR
2010
IEEE
14 years 7 months ago
2010
IEEE
DATA available at http://www.tnt.uni-hannover.de/project/MPI08_Database/!
In this work, we present an approach to fuse video with
orientation data obtained from extended iner...