DeKalb County police told Channel 2's Audrey Washington the suspect is 5 feet 10 inches tall and weighs approximately 250 pounds.

He is bald, with a beard, and wore a camouflage shirt and black pants, police said.

"There is good surveillance on this situation right now," DeKalb police Lt. Lonzy Robertson said. "We don't know why the victim and the suspect got into some kind of physical altercation."

Police believe they have some strong leads in this case.

The witness said she heard a fight from that same room, late Wednesday night. She also said during the second fight, she saw a woman, sitting by and watching the entire thing.

“She had a little smirk on her face, while the guy was on the ground,” the witness said. “He was struggling to move and I heard him say, ‘Help me, you gotta let me up.’”