Wolfram Language

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Blur Faces in an Image

Automatically blur faces in an image.


code

BlurFaces[img_] := Module[{faces, mask, blur}, faces = FindFaces[img]; mask = Graphics[Disk[Mean[##], First@Differences[##]/2] & /@ faces, PlotRange -> Transpose[{{0, 0}, ImageDimensions[img]}], ImageSize -> 1 -> 1]; blur = Max[Abs[#2 - #1] & @@@ faces]/5; ImageCompose[img, SetAlphaChannel[Blur[img, blur], ColorNegate@Blur[mask, blur]]] ]

how it works

Heres an image with faces:

img = \!\(\* GraphicsBox[ TagBox[RasterBox[CompressedData[" 1:eJx0vFd7G1mWrtkz52Yu5wd0+e6udJJIkQToABCE9967QMC7gPceBEAQngC9 lZQyqUxlSspUpSvfXafNOTMXZy7mfp6ZHzJrBwASVPZ5alc8ASCIhIB44/u+ tdeOX+Fhpft//bu/+7v4/wYbpT3NjMXsWdX/Dg80RNznIVxOAZFweVyxVfy/ wJP/H/z/Z//L3/0d2hezV2CIWLdDuL0ihC2LImJTZk9SyLEiQkdShNvooXj6 JEXMpqA3IY+HfQkHtlS0Qw4xe3bA5NXJQ/LPJ//pOztoTJ4hj2Td/Pn0efQZ 4OMxlwVbD3mMRQ5tgbXxYHvt3tbqJ8y1ezLmgor1ADMoPG4Xm7mxvvLJ1uZK NBLptIdOm17Jp8KbcGkLW+v3aav3+AKh1lZWWqoyY0Gszwu1BYYktSFKbooS NHFiS5p0+jKpZMLv85rNRgseMTgaWryhse8qrA2OurStKm4ri2x1ha+rCnQ1 kaHuCOyN9k92d3ux1MgXPfaET0yekcLWVmI9tb2ncQx0zqHetW90HzhCh7u7 o26nV683ctlcNBILRfdCqSdO4tLiP7X4z82+E0vgzBq4sAUvbcErLHRpD19V Go/g/QuVk0DqmT3yxEY8wohHduIxFoLxyBq6thHXWPiRPfzYHnmUqz7aHx41 m3uxVMcZuXRErvHIIzx8hROXduLCTlw5Io+d0ceu6KNM+fHOTiufyyXjcSJE uD0ei92Ph05c0Seu6GNn5ModeeSKXpu8h1JL2xI4yeR7mXQmmUiig90eq82m 0WlEYr5EItDqtCqtTqnV8URCxjZTodbo9PCixKBXmE06g16tUErFUrFQLDW5 2vD5zYFLg/dU5zrSOscGz6EvehQKRRwOK4aZzCaNSiWVSLh8Pmt7e4sjdvG1 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FindFaces returns a list of the bottom left and upper right corners of rectangles in the image that contain faces:

faces = FindFaces[img]

To blur the faces, create a mask image that corresponds to the faces by drawing disks inside each face rectangle:

mask = Graphics[Disk[Mean[##], First@Differences[##]/2] & /@ faces, PlotRange -> Transpose[{{0, 0}, ImageDimensions[img]}], ImageSize -> 1 -> 1]

The amount of blur necessary to obscure the details of a face depends on the size of the face rectangle. Calculate the number of pixels of blur in proportion to the largest dimension of a face rectangle:

blur = Max[Abs[#2 - #1] & @@@ faces]/5

This expression blurs the entire image, then picks out just the face regions using the mask computed above. The background is set to fully transparent and the face regions to fully opaque. The mask is blurred to give a gradual transition between the background and face regions.

SetAlphaChannel[Blur[img, blur], ColorNegate@Blur[mask, blur]]

Finally, overlaying the blurred face image on top of the original image with ImageCompose gives the face-blurred result.

ImageCompose[img, SetAlphaChannel[Blur[img, blur], ColorNegate@Blur[mask, blur]]]

Gathering up those steps and packaging them as a function yields BlurFaces:

BlurFaces[img_] := Module[{faces, mask, blur}, faces = FindFaces[img]; mask = Graphics[Disk[Mean[##], First@Differences[##]/2] & /@ faces, PlotRange -> Transpose[{{0, 0}, ImageDimensions[img]}], ImageSize -> 1 -> 1]; blur = Max[Abs[#2 - #1] & @@@ faces]/5; ImageCompose[img, SetAlphaChannel[Blur[img, blur], ColorNegate@Blur[mask, blur]]] ]

Test BlurFaces on a larger face to check that the proportional blur is working correctly:

image = ImageResize[ExampleData[{"TestImage", "Girl"}], 400]
BlurFaces[image]