As you admire the aces, running forehands and screeching slides at this year’s U.S. Open, spare a moment for another group of top-notch professionals who do things that most of us cannot: the line judges.

Calling tennis balls in or out is very hard. Some serves travel faster than 140 mph. Most rally shots have lots of spin, and can dive into the court at the last instant.

Much...