A panorama rendering algorithm of video sequence based on homography transformation between frames is presented in this paper. Firstly

the hierarchical model-based motion estimation is adopted to compute the adjacent homography matrix. Then

for non-adjacent frames

the homography matrix is estimated by guided feature registration based on RANSAC algorithm

which can obtain sub-pixel accuracy. Finally

the video sequence panorama is rendered using temporal median filter.