It stucked by a big size image

[ALLJISAN]

I use the example code and feed a 4000X3000 image but it stucked for a long time and seems it will never stop
what's the matter?
img_s,regions=selectivesearch.selective_search(img,scale=500, sigma=0.9, min_size=100)