Justin Bieber's tough guy act with a photo-snapping fan will NOT land him in more legal trouble -- TMZ has learned he won't be charged for the incident in a Hollywood arcade, and he probably has his security team to thank.
Law enforcement sources tell TMZ they reviewed security cam footage from the Dave & Buster's -- as well as the cell phone video shot by the fan ... who claimed Justin lunged at him to snatch the phone.
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