Different spatial alignment techniques for multimodal image fusion are presented in the paper. Main feature-based spatial alignment steps and operations as well as cross-correlation techniques are described. An experiment was carried out to compare spatial alignment methods. Experiment results are presented and conclusions are made. The text gives information about spatial alignment application for multimodal systems calibration.