Robinson believes he was targeted by bullies because he was smaller and "weedier" than the other children and was also short-sighted.
"Not only was I specky-four eyes, I had those teeth which stick out as well."
The video is fronted by Patsy Palmer, who played Bianca in the BBC soap, Eastenders.
"It's really hurtful and it makes the people being bullied feel miserable and alone - especially if they suffer in silence.
The Education Secretary, David Blunkett said: "The message needs to go loud and clear to the bullies: bullying is unacceptable, it won't earn you respect.
"For those who are bullied and their friends the message is simple - tell someone, don't suffer in silence."
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