no code implementations • 18 Jul 2022 • Jiahui Fu, Chengyuan Lin, Yuichi Taguchi, Andrea Cohen, Yifu Zhang, Stephen Mylabathula, John J. Leonard
Given point clouds of the source and target scenes, we propose a three-step PlaneSDF-based change detection approach: (1) PlaneSDF volumes are instantiated within each scene and registered across scenes using plane poses; 2D height maps and object maps are extracted per volume via height projection and connected component analysis.
no code implementations • CVPR 2019 • Federico Camposeco, Andrea Cohen, Marc Pollefeys, Torsten Sattler
Besides outperforming previous compression techniques in terms of pose accuracy under the same memory constraints, our compression scheme itself is also more efficient.
no code implementations • CVPR 2018 • Federico Camposeco, Andrea Cohen, Marc Pollefeys, Torsten Sattler
A number of these new hybrid minimal solvers are also presented in this paper.
no code implementations • CVPR 2017 • Federico Camposeco, Torsten Sattler, Andrea Cohen, Andreas Geiger, Marc Pollefeys
Adding the knowledge of direction of triangulation, we are able to approximate the position of the camera from two matches alone.
no code implementations • 2 Feb 2017 • Zimi Li, Andrea Cohen, Simon Parsons
Many systems of structured argumentation explicitly require that the facts and rules that make up the argument for a conclusion be the minimal set required to derive the conclusion.
no code implementations • ICCV 2015 • Andrea Cohen, Torsten Sattler, Marc Pollefeys
An important variant of this problem is the case in which individual sides of a building can be reconstructed but not joined due to the missing visual overlap.
no code implementations • ICCV 2015 • Andrea Cohen, Christopher Zach
Robust estimation of model parameters in the presence of outliers is a key problem in computer vision.
no code implementations • CVPR 2014 • Andrea Cohen, Alexander G. Schwing, Marc Pollefeys
We propose a sequential optimization technique for segmenting a rectified image of a facade into semantic categories.
no code implementations • CVPR 2013 • Christian Hane, Christopher Zach, Andrea Cohen, Roland Angst, Marc Pollefeys
Image segmentations provide geometric cues about which surface orientations are more likely to appear at a certain location in space whereas a dense 3D reconstruction yields a suitable regularization for the segmentation problem by lifting the labeling from 2D images to 3D space.