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ICML
2001
IEEE
14 years 5 months ago
Using EM to Learn 3D Models of Indoor Environments with Mobile Robots
This paper describes an algorithm for generating compact 3D models of indoor environments with mobile robots. Our algorithm employs the expectation maximization algorithm to fit a...
Yufeng Liu, Rosemary Emery, Deepayan Chakrabarti, ...
ICRA
2005
IEEE
116views Robotics» more  ICRA 2005»
13 years 10 months ago
Using Hierarchical EM to Extract Planes from 3D Range Scans
— Recently, the acquisition of three-dimensional maps has become more and more popular. This is motivated by the fact that robots act in the three-dimensional world and several t...
Rudolph Triebel, Wolfram Burgard, Frank Dellaert
3DIM
2003
IEEE
13 years 8 months ago
Automatic Model Refinement for 3D Reconstruction with Mobile Robots
Precise digital 3D models of indoor environments are needed in several applications, e.g., facility management, architecture, rescue and inspection robotics. This paper presents a...
Andreas Nüchter, Hartmut Surmann, Joachim Her...
VMV
2003
203views Visualization» more  VMV 2003»
13 years 5 months ago
Semantic Scene Analysis of Scanned 3D Indoor Environments
Precise digital 3D models of indoor environments are needed in several applications, e.g., facility management, architecture, rescue and inspection robotics. This paper presents a...
Andreas Nüchter, Hartmut Surmann, Kai Lingema...
ISER
2004
Springer
300views Robotics» more  ISER 2004»
13 years 9 months ago
Large-Scale Robotic 3-D Mapping of Urban Structures
This article present results for building accurate 3-D maps of urban environments with a mobile Segway RMP. The goal of this project is to use robotic systems to rapidly acquire 3-...
Michael Montemerlo, Sebastian Thrun