Image background subtraction and normalization

In my current project I am acquiring touch inputs from a image sensor in raw format (8 bits per pixel). I need to perform background subtraction and image normalization and image distortion correction . I am looking to see if any app notes or  algorithms are avialable and welcome your valuble input on the  implementation

Thanks very much for your help