Trying to clean out the spots in this picture but it doesn't work out.

[Daniel278071203fq6]

 

As you can see I took the Matrix poster and cut some parts in order to make it look like the codes of the film. I ended up with the result below but unfortunately I was left with alot of marks on the design and I've trying to clear it out with content-aware fill but to no avail. What should I do?

[Myra Ferguson]

You can remove a lot of the noise with a few steps:

1. Convert the content to a Smart Object so that you're working non-destructively (with the layer selected, right-click in the Layers panel to the right of the layer name and select Convert to Smart Object or go to Layer > Smart Objects > Convert to Smart Object)
2. Go to Filter > Camera Raw
3. In the Basic section, drag the Clarity slider all the way to the left (-100)
4. In the Basic section, drag the Dehaze slider about halfway to the left (-50)
5. In the Detail section, drag the Noise Reduction slider all the way to the right (100)
6. Click OK
7. Go to Filters > Dust and Scratches and try Radius at 1 and Threshold at 100