Non-rigid infrared and visible image registration by enhanced affine transformation.

•Enhanced affine transformation describes regular pattern of global deformation.•Use potential correspondence between image pairs to reduce complexity.•Use a coarse-to-fine strategy of optimization to overcome local convergence.•Results show that approach is robust and suitable for practical application.