Can you use woodfiller to fill in the grooves on paneling before sanding and painting?

I would imagine you could but you sure are creating a ton of work for yourself. Painted wood paneling -grooves and all is being done a lot these days and looks great. I think I would consider covering the paneling with 1/2" sheet rock if a smooth surface was the goal. After all - what price sanity?!