Can you get pulled over for not stopping at a stop sign that is obstructed by trees?

Yes, you can get pulled over--even if a sign is obstructed. But go back later, park where it is legal and safe to do so, and take pictures. This can help in traffic court. But drivers should be aware of surroundings, should slow before intersections, and you just might notice that hidden stop sign.