How do illustrations in books impact our understanding of the characters?

These illustrations let us know how the illustrator sees the characters and their actions, not necessarily our own. If you have formed images in your mind while reading a story or book or poem, and then you find that the illustrator's drawings don't match what you see in your mind, what conclusions will you draw?