How can I convert accidental time-lapse videos to real-time speed?

I accidentally took some important historic narrative videos in time lapse mode. I have tried the iMovie trick, and it will slow them down slightly, but not nearly enough. I need them slowed down to real time.

Does anyone know a solution other than iMovie?

[Re-Titled by Moderator]

Original Title: Accidental time lapse mode