BlockRegistration might work, but it has mostly been designed to track changes over time in 2d and 3d (volumetric) imaging. Other options include GitHub - timholy/ANTsRegistration.jl: Convenience wrapper for image registration using the Advanced Normalization Tools and surely many others.