This work presents a hybrid method for navigation parameter estimation usin
g sequential aerial images, where navigation parameters represent the posit
ion and velocity information of an aircraft for autonomous navigation. The
proposed hybrid system is composed of two parts: relative position estimati
on and absolute position estimation. Computer simulation with two different
sets of real aerial image sequences shows the effectiveness of the propose
d hybrid parameter estimation algorithm.