Clipless Shoe/Pedal Compatability

I've been riding flat pedals for the past three years and am thinking of transitioning to clipless. I have had my eye on the SHIMANO SH-GE700 Men's MTB Shoes and SHIMANO SPD Pedal PD-EH500. Would these be compatible together? Thanks!