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ICRA
2009
IEEE
259views Robotics» more  ICRA 2009»
15 years 5 months ago
Fast Point Feature Histograms (FPFH) for 3D registration
— In our recent work [1], [2], we proposed Point Feature Histograms (PFH) as robust multi-dimensional features which describe the local geometry around a point p for 3D point clo...
Radu Bogdan Rusu, Nico Blodow, Michael Beetz
ICRA
2009
IEEE
134views Robotics» more  ICRA 2009»
15 years 5 months ago
Combining search and action for mobile robots
— We explore the interconnection between search and action in the context of mobile robotics. The task of searching for an object and then performing some action with that object...
Geoffrey Hollinger, Dave Ferguson, Siddhartha Srin...
ICRA
2009
IEEE
163views Robotics» more  ICRA 2009»
15 years 5 months ago
On fast surface reconstruction methods for large and noisy point clouds
— In this paper we present a method for fast surface reconstruction from large noisy datasets. Given an unorganized 3D point cloud, our algorithm recreates the underlying surface...
Zoltan Csaba Marton, Radu Bogdan Rusu, Michael Bee...
ICRA
2009
IEEE
157views Robotics» more  ICRA 2009»
15 years 5 months ago
From pixels to objects: Enabling a spatial model for humanoid social robots
— This work adds the concept of object to an existent low-level attention system of the humanoid robot iCub. The objects are defined as clusters of SIFT visual features. When th...
Dario Figueira, Manuel Lopes, Rodrigo M. M. Ventur...
ICRA
2009
IEEE
259views Robotics» more  ICRA 2009»
15 years 5 months ago
Constructing action set from basis functions for reinforcement learning of robot control
Abstract— Continuous action sets are used in many reinforcement learning (RL) applications in robot control since the control input is continuous. However, discrete action sets a...
Akihiko Yamaguchi, Jun Takamatsu, Tsukasa Ogasawar...