I'm just finishing my first two weeks (ever) in Japan.
I had surprisingly good results by erring on the side of over-politeness and saying
"Sumimasen, Kore onegai shimasu" or "Sumimasen, doko Makurosu/toransufoma desu ka?"
Generally, i got by with a lot of "sumimasen"s and pointing at things... ^^;;;