We propose a system of opinion polling that aims to acquire information about human
perception of subjective visual attributes (e.g., image quality). We developed an application that
collects opinions of evaluators about the visual performance of different deep learning methods
for document image enhancement and generates a final scored rank that can indicate which
method and images are the best. The opinion polling system can then be used, for example, to
decide which method is more suitable to be launched as a product.
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INC, HP, "SYSTEM FOR RANKING DOCUMENT IMAGES BASED ON HUMAN PERCEPTION", Technical Disclosure Commons, (November 15, 2021)