Giant bee from Japan

I was in Japan recently and while walking around the Japanese Gardens at Makuhari Seaside Park I saw this giant bee on a flower. I've heard of the giant Japanese hornets, but this one didn't look like a typical hornet and with all the hair it seemed more like a very big honey bee. Can anyone identify it?

(Click the image for an even larger view.)