The fatal incident occurred in October of last year along 54th Street in Hyde Park.
The rider killed has been identified as Andres Heredia, who was just 20 years old.
The car seen in the video is a dark-colored sedan.
If you think you've seen the car in the video in the area, or have any information on the fatal incident, call the LAPD.