They are the flowers called "Higan-bana". They show their best in the middle of summer. "Higan" means an "opposite place" where the spirits of dead people are living like heaven. We Japanese believe that there are such place and a river dividing the places between "them" and "us".
"Bana" just means "flower". (Petz 57mm/F2)