misc.imshow() doesn't work as expected

Question

I want to show image in black-white mode in my notebook using scipy's misc.imshow(), however it doesn't work right.

Here you can see expected picture.

And here is what misc.imshow() shows.

What is the problem?

P.S. I use Python 2.7, Pillow (4.1.1), scipy (0.19.0)