Video captured with camera on a head of cross-country skier is always shaky, because skier cannot hold his head stable. For the purpose of analysis of cross-country skier the video has to be stabilized. Output of video stabilization is steady image as it would be captured with stationary video camera. We used an advanced video stabilization algorithm to achieve desired result.