NEW YORK (CBSNewYork) — Police are hoping surveillance video will help identify a suspect who they said gunned down a man as he carried his 1-year-old daughter in the Bronx.

It happened around 1:20 p.m. Tuesday on Taylor Avenue.

Police said the gunman approached 21-year-old Allen McQueen, shot at him but missed. McQueen, holding his 1-year-old daughter, then ran down Taylor Avenue while the suspect fired two additional rounds, hitting the victim in the back, police said.

Witnesses described a horrific scene.