***WARNING Viewer Discretion Advised: The video above contains material that some viewers may find disturbing.
(CNN) - New York Police are looking for a man who viciously assaulted an Asian woman.
Police are calling the assault a hate crime.
It happened in Midtown Manhattan Monday.
In the surveillance video, you see a man walk up to the woman, kick her down on the ground, then continue kicking her in the face.
According to police, the attacker also made anti-Asian comments to the victim.
She was taken to the hospital in stable condition.
The video appears to be taken from inside a nearby apartment complex. It shows no-lookers did not react during the assault.
The Brodsky Organization, which owns the complex, said in a statement "the staff who witnessed the attack have been suspended pending an investigation."