A New Close-Form Solution for Initial Registration of ICP

Autor: Li Zhao Liu, Maoqing Li, Xiao Jing Hu, Yu Feng Chen, Tian Hua Zhang
Rok vydání: 2010
Předmět:
Zdroj: Advanced Materials Research. :287-292
ISSN: 1662-8985
DOI: 10.4028/www.scientific.net/amr.143-144.287
Popis: The paper proposed a original matching algorithm using the feature vectors of rigid points sets matrix and a online matching intersection testing algorithm using the bounding sphere. The relationship searching between points in each set is took place by the corresponding eigenvectors that is a closed form solution relatively. The affine transformed eigenvalue and eigenvector is also used instead of the affine transformed points sets for the non-rigid matching that do not need the complicated global goal function. The characteristics matching for the initial registration can give a well initial value for the surfaces align that improve the probability of global solution for the following-up ICP
Databáze: OpenAIRE