Police in Buffalo are looking for a man who stole a sport utility vehicle after a woman left it running with her 11-year-old son sitting in the back seat.

Officials tell local media outlets that the woman stopped at a store around 9:15 p.m. Thursday and left the SUV running while she went inside.

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Images from a surveillance camera show a man jumping into the vehicle and driving off. Police say they located the SUV with the boy unharmed inside around 10:30 p.m. He was reunited with his mother.

Police continue to search for the suspect and have released images from the video in the hopes of identifying the man.