Proverb: The person who commit the crime did not feel shameful for himself but...

In my culture, there is one proverb which is - the person who commit the crime did not feel shameful for himself but those who see him doing it felt shameful for him. I just wonder if such proverb or similar meaning proverb exist in English.

Thanks