noisy signal read

[Hailbricth]

Hi!

I am a new user and I would appreciate any help on reading really noisy signal as shown in the attachment  I am trying to digitalize this signal and make background white. There are also lots of small scratches and I want to remove them   . Is it also possible to remove curvature on the signal? 

Thanks!