A digital camera and methods of operating a digital camera are disclosed. In one aspect of the invention, a digital camera includes an imaging unit including an image sensor and imaging optics and a digital image processor connected to receive raw digital images from the imaging unit and to process the raw digital images. The digital camera also includes a memory configured to store digital image data that has been pre-processed by the digital image processor and a processor configured to direct retrieval of the digital image data that is stored in the memory and the digital image processor comprises a pre-processing portion and a post-processing portion, the pre-processing portion including a uniformity corrector configured to correct non-uniformities using Photo Response Non-Uniformity (PRNU) correction and/or white balancing.