According to the official site, the game will release on April 22nd for 4,190 Yen ($46). Other than that, details are pretty slim at the moment. I speculate we'll learn more during this weekend's World Hobby Fair in Japan, but I wouldn't bet on it.
Credit: Rockman Perfect Memories
UPDATE: Would you like to see this collection released outside of Japan? Let Capcom know here!