If you say that someone or something sticks out like a sore thumb or stands out like a sore thumb, you are emphasizing that they are very noticeable, usually because they are unusual or inappropriate.
[emphasis] Does the new housing stick out like a sore thumb or blend into its surroundings?
In Japan a European stands out like a sore thumb.