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ICRA
2010
IEEE
145views Robotics» more  ICRA 2010»
13 years 5 months ago
Unsupervised discovery of repetitive objects
We present a novel approach for unsupervised discovery of repetitive objects from 3D point clouds. Our method assumes that objects are geometrically consistent, and uses multiple o...
Jiwon Shin, Rudolph Triebel, Roland Siegwart
ICRA
2009
IEEE
98views Robotics» more  ICRA 2009»
14 years 2 months ago
Evaluation of 3D registration reliability and speed - A comparison of ICP and NDT
Abstract— To advance robotic science it is important to perform experiments that can be replicated by other researchers to compare different methods. However, these comparisons t...
Martin Magnusson 0002, Andreas Nüchter, Chris...
3DIM
2001
IEEE
13 years 11 months ago
Efficient Variants of the ICP Algorithm
The ICP (Iterative Closest Point) algorithm is widely used for geometric alignment of three-dimensional models when an initial estimate of the relative pose is known. Many variant...
Szymon Rusinkiewicz, Marc Levoy
ICPR
2002
IEEE
14 years 8 months ago
Stereo Tracking Using ICP and Normal Flow Constraint
This paper presents a new approach for 3D view registration of stereo images. We introduce a hybrid error function which combines constraints from the ICP (Iterative Closest Point...
Louis-Philippe Morency, Trevor Darrell
IROS
2009
IEEE
158views Robotics» more  IROS 2009»
14 years 2 months ago
Robust 3D-mapping with time-of-flight cameras
— Time-of-Flight cameras constitute a smart and fast technology for 3D perception but lack in measurement precision and robustness. The authors present a comprehensive approach f...
Stefan May, David Droeschel, Stefan Fuchs, Dirk Ho...