BEIJING—As hundreds of millions of Chinese begin traveling for the Lunar New Year holiday, police are showing off a new addition to their crowd-surveillance toolbox: mobile facial-recognition units mounted on eyeglasses.

China is already a global leader in deploying cutting-edge surveillance technologies based on artificial intelligence. The mobile devices could expand the reach of that surveillance, allowing authorities to peer into places that fixed cameras aren’t scanning, and to respond more quickly.

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