Could change the layer settings, like... Lighten, Screen, Color Dodge, and Linear Dodge. Doesn't work over bright areas though. Or if you want to try cutting things out... I suppose fooling with the "brightness/contrast" -> "levels" can help clean up the black areas.
(This is all assuming Photoshop. I dunno other programs.)