SURF CUDA problems with feature detection

Hi everyone,
I want to make an feature detection of a Video with SURF_CUDA in order to warp the frames of the video in realtime. The problem is that the algorithm detects different features, even if the frames are the same. How is that possible?
Thanks in advance.