In some implementations, a processing device may receive, from an optical sensor, a plurality of frames encoding images of an environment of a door. The processing device may estimate, using the plurality of frames, a direction and a speed associated with at least one person included in the plurality of frames. Accordingly, the processing device may transmit a command to a controller associated with the door based on the direction and the speed.