Adobe, Inc.

York University

Michael S Brown

Herbert Anthony Little

Brian Lynn Price

Ian M Robertson

Hoang M Le

Scott W Totzke

Neil P Adams

Michael G Kirkup

Michael K Brown

David Victor Macfarlane

Systems, methods, and non-transitory computer-readable media embed a trained neural network within a digital image. For instance, in one or more embodiments, the systems identify out-of-gamut pixel values of a digital image in a first gamut, where the digital image is converted to the first gamut from a second gamut. Furthermore, the systems determine target pixel values of a target version of the digital image in the first gamut that correspond to the out-of-gamut pixel values. The systems train a neural network to predict the target pixel values in the first gamut based on the out-of-gamut pixel values. The systems embed the neural network within the digital image in the second gamut to allow for extraction of the embedded neural network from the digital image to restore the digital image to a larger gamut digital image.

Recovering gamut color loss utilizing lightweight neural networks

Growing community of inventors

Toronto, Canada

Michael S Brown