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... ^^;;;