Many trucks congregate in high-pedestrian areas. On any given day, a dozen or more trucks line up at lunchtime along Wilshire Boulevard across the street from the Los Angeles County Museum of Art.

Truck owners were hard at work polishing Wednesday in preparation for judges to make their rounds for the competition, culminating with an awards ceremony Saturday morning. There are dozens ...