Wolfram Language

Computational Photography

Detect Salient Image Regions and Blur the Background

Saliency detection consists in finding conspicuous regions in an image, such as objects that have high contrast with their surroundings.

Detect salient image regions.

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In[2]:=
Click for copyable input
map = ImageSaliencyFilter[i] // ImageAdjust
Out[2]=

Binarize and smooth the result of saliency filtering to detect a smooth foreground mask.

In[3]:=
Click for copyable input
mask = GuidedFilter[MaxDetect[map, .8], i, 10, .05]
Out[3]=

Combine the foreground with a blurred background.

In[4]:=
Click for copyable input
res = ImageCompose[Blur[i, 20], SetAlphaChannel[i, mask]]
Out[4]=

Related Examples

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