An interactive method for the image alignment problem based on partially supervised correspondence

作者：

Highlights：

• Partially supervised image alignment and point correspondence estimation.

• Current automatic image registration fails on extremely different images.

• With little human interaction, correct correspondences are found.

• Our method shows good results in extremely different pairs of images.

摘要

•Partially supervised image alignment and point correspondence estimation.•Current automatic image registration fails on extremely different images.•With little human interaction, correct correspondences are found.•Our method shows good results in extremely different pairs of images.

论文关键词：Homography estimation,Image alignment,Interactive method,Partially supported learning,Salient points correspondence

论文评审过程：Available online 7 August 2014.

论文官网地址：https://doi.org/10.1016/j.eswa.2014.07.051