Charles Spurgeon Commentary Matthew 9:27-28

"And as Jesus passed by from thence, two blind men followed him, crying out, and saying, Have mercy on us, thou son of David. And when he was come into the house, the blind men came to him: and Jesus saith unto them, Believe ye that I am able to do this? They say unto him, Yea, Lord." — Matthew 9:27-28 (ASV)

And when Jesus departed thence, two blind men followed him, crying, and saying, Thou Son of David, have mercy on us. And when he was come into the house,

I suppose this was the house at Capernaum, where he was accustomed to stay.