Estimation of linear deformations of 2D and 3D fuzzy objects

作者:

Highlights:

• n-Dimensional image registration method by shape/object matching.

• The approach is based on generating and solving polynomial systems of equations.

• Detailed discussion of fast and efficient algorithmic solution techniques.

• Efficiency confirmed by a thorough evaluation performed on synthetic and real data.

• Especially suitable, due to time efficiency, for registration of large objects.

摘要

Highlights•n-Dimensional image registration method by shape/object matching.•The approach is based on generating and solving polynomial systems of equations.•Detailed discussion of fast and efficient algorithmic solution techniques.•Efficiency confirmed by a thorough evaluation performed on synthetic and real data.•Especially suitable, due to time efficiency, for registration of large objects.

论文关键词:Registration,Affine transformation,System of polynomial equations,Fuzzy representation

论文评审过程:Received 15 March 2012, Revised 22 September 2014, Accepted 2 October 2014, Available online 14 October 2014.

论文官网地址:https://doi.org/10.1016/j.patcog.2014.10.006