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MICAI
2004
Springer
13 years 10 months ago
An Improved ICP Algorithm Based on the Sensor Projection for Automatic 3D Registration
Three-dimensional (3D) registration is the process aligning the range data sets form different views in a common coordinate system. In order to generate a complete 3D model, we nee...
Sang-Hoon Kim, Yong Ho Hwang, Hyun-Ki Hong, Min-Hy...
ICIP
2003
IEEE
14 years 6 months ago
A refined ICP algorithm for robust 3-D correspondence estimation
Robust registration of two 3-D point sets is a common problem in computer vision. The Iterative Closest Point (ICP) algorithm is undoubtedly the most popular algorithm for solving...
Heinrich Niemann, Jochen Schmidt, Timo Zinße...
ICRA
2009
IEEE
98views Robotics» more  ICRA 2009»
13 years 11 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...
IVC
2006
227views more  IVC 2006»
13 years 4 months ago
Automatic registration of overlapping 3D point clouds using closest points
While the SoftAssign algorithm imposes a two-way constraint embedded into the deterministic annealing scheme and the EMICP algorithm imposes a one-way constraint, they represent t...
Yonghuai Liu
ICIP
2005
IEEE
13 years 10 months ago
Automatic registration of 3D datasets using Gaussian fields
—In this paper we introduce a new 3D automatic registration method based on Gaussian fields and energy minimization. The method defines a simple ∞ C energy function, which is c...
Faysal Boughorbel, Andreas Koschan, Mongi A. Abidi