Infrared and visible images registration with adaptable local-global feature integration for rail inspection

•Registration and fusion of infrared and visible images for rail defect inspection.•Local and global information are integrated into a descriptor.•Adaptable weighting between local and global information.•Edge-guided speeded-up-robust-features (EG-SURF) to address this issue.•Local information is used to guide global information extraction.