I want to use a video as a stimulus, then, after 30 seconds (the video lasts this long), have a .bmp image come up along with an instruction at the bottom of the screen and record the response time after those 30 seconds.

Alternatively, just have the video run as the stimulus and create an instruction at the bottom of the page that will show up after 30 seconds, and record the response time from that moment on.