Optimized hierarchical block matching for fast and accurate image registration

作者:

Highlights:

• We propose a novel optimized hierarchical block matching algorithm.

• We determine an optimal image pyramid minimizing the computational cost.

• The search window is properly determined to resolve possible error propagation.

• We propose a simple but effective method for aligning colors between two images.

• The experimental results show that the methods increase the speed and accuracy.

摘要

Highlights•We propose a novel optimized hierarchical block matching algorithm.•We determine an optimal image pyramid minimizing the computational cost.•The search window is properly determined to resolve possible error propagation.•We propose a simple but effective method for aligning colors between two images.•The experimental results show that the methods increase the speed and accuracy.

论文关键词:Image registration,Block matching,Multiresolution,Image pyramid,Color alignment

论文评审过程:Received 22 August 2012, Revised 8 January 2013, Accepted 12 April 2013, Available online 29 April 2013.

论文官网地址:https://doi.org/10.1016/j.image.2013.04.002