Extracting person from portrait images based on face localization
This code is does not produce very good results on complex backgrounds, but it contains useful code for super-pixelization, kmeans segmentation, face detection & grabcut segmentation.
Run the following command in terminal:
./compile.sh
./main <image_filename> <number_of_superpixels> <scale*100> <segmentation_clusters>
(where, <scale*100> means the scale factor to resize image multiplied by 100)
./main ./results/test.jpeg 100 50 5
(Note: Substitute "/home/2vin/myphoto.jpg" by path of an existing portrait image)
Test image
After superpixelization
After kmeans segmentation
Extracted face mask
Extracted torso mask
Combined mask
