The incident took place on Thursday at the Ollies Discount Store on the 2400 block of Broad Street in Hamilton.
Responding officers said that a suspicious-looking man entered the woman's restroom shortly after a woman had entered a stall in the bathroom.
The woman said this man held his cellphone over the stall door and recorded a video of her. She said the man ran from the bathroom when she began to yell for him to stop recording her.
Police described the suspect as a black man between 30-40 years of age, 6 feet tall, weighing approximately 200 pounds.
At the time of the incident, he was said to be wearing grey boots, tan or khaki cargo pants, a black T-shirt, a blue or purple Polo zip-up hooded sweatshirt and a black baseball-style hat with a purple brim.
Action News spoke to several regular customers who were disgusted by the incident, but not necessarily surprised.
"You hear all these stories where they put holes in the dressing rooms - so I'm not surprised," said Marie McKeever.
Shoppers hope the case is solved soon.
"I always felt safe in there. I've never seen any problems," said Paula Sanders.
Hamilton Police Detectives are asking for the publics' assistance in locating the man in the pictures.
Action News reached out to Ollie's corporate headquarters on Tuesday and did not hear back.
Anyone with information is asked to contact Detective Lawrence MacArthur at (609)689-5827 or via email at email@example.com.