Dogs have a remarkable memory. I raised my aunts dogs when they were young pups because she had to work long hours. She took them when they were 16wks. Then I didn't see them for about five years and when they saw me the nearly knocked me over they were so excited, and these were dogs that hate strangers(aussie mixes)! So yea, you're dogs will definitely remember you!