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» Global Localization using Odometry
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ICNS
2006
IEEE
15 years 8 months ago
Evaluating Global Optimisation for Data Grids using Replica Location Services
As efforts to develop grid computing solutions gather pace, considerable attention has been directed at defining and addressing technical requirements associated with computationa...
Ernest Sithole, Gerard P. Parr, Sally I. McClean, ...
134
Voted
CVPR
2004
IEEE
16 years 4 months ago
Window-Based, Discontinuity Preserving Stereo
Traditionally, the problem of stereo matching has been addressed either by a local window-based approach or a dense pixel-based approach using global optimization. In this paper, ...
Motilal Agrawal, Larry S. Davis
125
Voted
ACL
2012
13 years 4 months ago
Unsupervised Semantic Role Induction with Global Role Ordering
We propose a probabilistic generative model for unsupervised semantic role induction, which integrates local role assignment decisions and a global role ordering decision in a uni...
Nikhil Garg, James Henserdon
115
Voted
IJON
2000
105views more  IJON 2000»
15 years 2 months ago
G-Prop: Global optimization of multilayer perceptrons using GAs
A general problem in model selection is to obtain the right parameters that make a model "t observed data. For a multilayer perceptron (MLP) trained with back-propagation (BP...
Pedro A. Castillo Valdivieso, Juan J. Merelo Guerv...
117
Voted
ICRA
2010
IEEE
127views Robotics» more  ICRA 2010»
15 years 27 days ago
Consistent mapping of multistory buildings by introducing global constraints to graph-based SLAM
— In the past, there has been a tremendous advance in the area of simultaneous localization and mapping (SLAM). However, there are relatively few approaches for incorporating pri...
Michael Karg, Kai M. Wurm, Cyrill Stachniss, Klaus...