Content-Dependent Macros

Landscape Retouching

Enhancing Sunsets

Portrait Retouching

Changing the Eye Color, Eye Whitening, Teeth Whitening


Enhancing Sunsets

We transferred the enhancing sunsets retouching technique to 8 new input images.

 

Input Image
Result Image
  
 
 
 
 
 
 
 
 

 

Portrait Retouching Macros

We automatically transfer three portrait retouching techniques (eye recoloring, whitening the eyes, whitening the teeth) to 200 faces. These images were randomly selected from the Faces in the Wild dataset. Next to each pair of input/result images, we report the result of the transfer. We show a checkmark if the transfer is successfull and a crossmark if the transfer fails. Transfer can fail when the face recognition engine incorrectly labels parts of the image and when there are non-spatial context dependencies. Our eye recoloring macro adjusts the hue of the iris and assumes that the target iris is relatively light. Therefore the appropriate manipulation depends on the color of the eye, not just its spatial location. The macro fails for eyes that are too dark.

You can directly download the subset of 200 images and our results here.

 

Input Image
Result Image
  
Eye Recoloring
 

-> Eyes are too dark
Teeth Whitening
 

-> Teeth were not recognized

Eye Whitening
Eye Recoloring
 

-> Eyes were not recognized

Eye Recoloring
 

-> Eyes are too dark
Teeth Whitening
  -> Teeth were not recognized
Eye Recoloring
 

-> Eyes are too dark
Teeth Whitening
  -> Teeth were not recognized
Eye Recoloring
 

-> Eyes are too dark
Eye Whitening
Eye Recoloring
 

-> Eyes were not recognized

Teeth Whitening
 

-> Teeth were not recognized

Teeth Whitening
 

-> Teeth were not recognized

Eye Recoloring
 

-> Eyes are too dark
Eye Whitening
Eye Recoloring
 

-> Eyes were not recognized

Teeth Whitening
 

-> Teeth were not recognized

Eye Recoloring
 

-> Eyes are too dark
Eye Recoloring
 

-> Eyes are too dark
Teeth Whitening
 

-> Teeth were not recognized

Eye Recoloring
 

-> Eyes are too dark
Eye Recoloring
 

-> Eyes are too dark
Eye Recoloring
 

-> Eyes are too dark
Eye Recoloring
 

-> Eyes are too dark
Eye Whitening
Eye Recoloring
 

-> Eyes were not recognized

Eye Recoloring
 

-> Eyes are too dark
Eye Recoloring
 

-> Eyes are too dark
Eye Recoloring
 

-> Eyes are too dark
Eye Recoloring
 

-> Eyes are too dark
Eye Recoloring
 

-> Eyes are too dark
Eye Whitening
Eye Recoloring
 

-> Eyes were not recognized

Teeth Whitening
 

-> Teeth were not recognized

Eye Recoloring
 

-> Eyes are too dark
Teeth Whitening
 

-> Teeth were not recognized

Eye Whitening
Eye Recoloring
 

-> Eyes were not recognized

Teeth Whitening
 

-> Teeth were not recognized

Eye Recoloring
 

-> Eyes are too dark
Eye Whitening
Eye Recoloring
 

-> Eyes were not recognized

Eye Recoloring
 

-> Eyes are too dark
Teeth Whitening
 

-> Teeth were not recognized

Eye Recoloring
 

-> Eyes are too dark
Teeth Whitening
 

-> Teeth were not recognized

Eye Recoloring
 

-> Eyes are too dark
Teeth Whitening
 

-> Teeth were not recognized

Eye Recoloring
 

-> Eyes are too dark
Eye Recoloring
 

-> Eyes are too dark
Teeth Whitening
 

-> Teeth were not recognized

Eye Recoloring
 

-> Eyes are too dark
Eye Recoloring
 

-> Eyes are too dark
Eye Whitening
Eye Recoloring
 

-> Eyes were not recognized

Eye Recoloring
 

-> Eyes are too dark
Eye Recoloring
 

-> Eyes are too dark
Eye Whitening
Eye Recoloring
 

-> Eyes were not recognized

Eye Recoloring
 

-> Eyes are too dark
Eye Whitening
Eye Recoloring
 

-> Eyes were not recognized

Eye Recoloring
 

-> Eyes are too dark
Teeth Whitening
 

-> Recognized teeth where there aren't
Eye Whitening
Eye Recoloring
 

-> Eyes were not recognized

Eye Recoloring
 

-> Eyes are too dark
Teeth Whitening
 

-> Teeth were not recognized

Eye Recoloring
 

-> Eyes are too dark
Teeth Whitening
 

-> Teeth were not recognized

Teeth Whitening
 

-> Teeth were not recognized

Eye Recoloring
 

-> Eyes are too dark
Eye Recoloring
 

-> Eyes are too dark
Eye Recoloring
 

-> Eyes are too dark
Teeth Whitening
 

-> Teeth were not recognized

Eye Recoloring
 

-> Eyes are too dark
Eye Recoloring
 

-> Eyes are too dark
Eye Recoloring
 

-> Eyes are too dark
Eye Recoloring
 

-> Eyes are too dark
Eye Recoloring
 

-> Eyes are too dark
Eye Whitening
Eye Recoloring
 

-> Eyes were not recognized

Eye Recoloring
 

-> Eyes are too dark
Teeth Whitening
 

-> Teeth were not recognized

Eye Whitening
Eye Recoloring
 

-> Eyes were not recognized

Eye Recoloring
 

-> Eyes are too dark
Eye Whitening
Eye Recoloring
 

-> Eyes were not recognized

Eye Whitening
Eye Recoloring
 

-> Eyes were not recognized

Eye Recoloring
 

-> Eyes are too dark
Eye Whitening
Eye Recoloring
 

-> Eyes were not recognized

Eye Recoloring
 

-> Eyes are too dark
Eye Recoloring
 

-> Eyes are too dark
Teeth Whitening
 

-> Teeth were not recognized

Eye Recoloring
 

-> Eyes are too dark