UPDATE: WA police have charged a 24-year-old man with assault, obstructing police and disorderly behaviour in a public place. He will face a Perth court on Saturday morning.
The footage shows the man and woman standing face-to-face when the man strikes the woman across the cheek before the crowd intervenes to separate the two. Warning: The footage below may be confronting.
In another incident, a Fremantle fan appeared to move to strike Hawthorn's Luke Breust as he approached the boundary fence.
That fan was immediately ejected from the ground, but Western Australian police told BuzzFeed News that it was unaware of any complaints involving the man striking the woman.
The ugly incident comes in the same week prime minister Malcolm Turnbull pledged $100 million to combat family violence.
Turnbull said it's time for Australia to have a serious discussion around family violence, and attitudes towards women.
"Disrespect of women doesn't always end up in violence against women but all violence against women begins with disrespect of women," he said.
If you or someone you know is impacted by sexual assault, domestic or family violence, call 1800RESPECT on 1800 737 732 or visit 1800RESPECT.org.au. In an emergency, call 000.
Men can access anonymous confidential telephone counselling to help to stop using violent and controlling behaviour through the Men's Referral Service on 1300 766 491.