Usually people going to Japan choose the classic 10-day tour Tokyo-Kyoto-Nara-Osaka, with the option of adding either Shirakawa-go, Hiroshima or Nikko if you have time -and never expand it much more than that. Given that I personally think that 15 days is the bare minimum to explore a country that is so rich in culture and so full of wonders, but nonetheless that is so hospitable and easy to get adjusted to, I would recommend to visit also other areas other than Kānto and Kansai and possibly other islands too.
Japan is not "just the same" everywhere: every region, every town or village, park or small island has a little gem that deserves to be admired, whether it's a shrine, temple, garden or old historic house, or a small shop, a market or a bridge. They are all different and all dated from different times and eras and the influence that they could have had from other cultures (for example by the Chinese, or European ones in Kyushu) make them sometimes really unique. Often the true, authentic Japan experience is better enjoyed not only in the famous spots in the big cities but also in the corners of the country off the beaten path... so I really suggest to spend at least a couple of days outside the big cities, ideally in one of the many mishuku (small, family owned, bed and breakfast) that are everywhere, especially in the countryside. In the same way, nature from an area to the other can be very varied and diverse and there are many great parts of the coast, mountains or volcanoes and national parks that are usually very well organized and maintained. Japan is also extremely easy to travel by train, and once you get the discounted JR Pass you should really try to use it as much as possible (for the same price): it's really worth it!
These are the lesser known parts of Japan that in my opinion deserve a visit:
- Around Tokyo: Nikko, Hakone and Kamakura
- Himejii castle
- The art islands of Naoshima
- Hiroshima and Miyajima island
- Shikoku and Tokushima
- In Kyushu: Nagasaki and Unzen but also Kumamoto and Kagoshima
- In Onshu also the Kapanese Alps and Nagano, Kanazawa and the coast of Matsushima
- The sacred mountain of Koya and the Kii peninsula
- Okkaido
- The Ryuku islands (not only Okinawa and the ones around it) but also Amami and Yoron.