Officers were seen conducting their investigation at a Shell gas station at Martin Luther King Boulevard and Bellfort.
HPD says the victims were walking on the street when someone in a white car pulled up and opened fire.
A 14-year-old and two 15-year-olds were injured, and ran to the gas station for help.
The victims' injuries were described by investigators as non-life threatening.
No arrests have been made.
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