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