This is the one you want:
Family Computer 1983 - 1994 by the Tokyo Metropolitan Museum of Photography
It has photographs of every Famicom game box, as well as interviews with the usual gang like Miyamoto and Itoi, but surprisingly has an introduction by the late old man himself, Hiroshi Yamauchi, and it's bilingual in Japanese and English, which makes it extra desirable.
Thanks, everyone! Those all look great. I went ahead and ordered Rydeen's suggestion. I can't wait.
And yeah, the HG101 books are awesome and well worth picking up.