Osman opened the scoring for the hosts in the first half when he sent a looping header over Chris Kirkland.
Anichebe netted with 15 minutes remaining following a neat ball from Andrew Johnson, and although Wigan pulled one back through substitute Antoine Sibierski, they could not force a draw.
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