You could try going about the process (splitting & what-not) w/o using a video amplifier but, that depends on quite a few things. (cable distance from video/audio source, input/output variables, etc.) If you feel you need a better signal going to the other LCD's, then you can pick up a video amplifier.
What exactly are you trying to do!?