1. A non-transitory computer-readable medium comprising instructions which, when executed by a processor, cause the processor to: receive a set of images associated with a document; evaluate the set of images to select an image of the set of images satisfying an image quality criteria; in response to the image satisfying the image quality criteria, process the selected image to determine a set of image quality assurance (IQA) scores, comprising: performing a computation relating to a set of image quality assurance (IQA) scores for the selected image to obtain at least one compound IQA score, and wherein the set of IQA scores is based on at least combining a subset of strongly correlated IQA scores in the set of IQA scores into a compound IQA score, and wherein the subset of strongly correlated IQA scores is associated with a common image defect; in response to at least one compound IQA score associated with the selected image of the set of images satisfying a predetermined standard of image quality: select the set of images as accepted.