Ubuntu dock icons show as black and white, it doesn't look right
Solution 1:
You are using the hight contrast theme, open your Apearence setting and change it back to Ambiance (or Radiance).
Solution 2:
What you are seeing is a THEME called high contrast.
Right click on your desktop and set it to ambiance.