IMAGE COMPRESSION AND DECODING, VIDEO COMPRESSION AND DECODING: TRAINING METHODS AND TRAINING SYSTEMS
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United States of America Patent
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Sep 19, 2024
app pub date -
Jan 10, 2024
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Jul 20, 2020
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Abstract
A computer-implemented method of training an image generative network fθ for a set of training images, in which an output image {circumflex over (x)} is generated from an input image x of the set of training images non-losslessly, and in which a proxy network is trained for a gradient intractable perceptual metric that evaluates a quality of an output image {circumflex over (x)} given an input image x, the method of training using a plurality of scales for input images from the set of training images. In an embodiment, a blindspot network bα is trained which generates an output image {tilde over (x)} from an input image x. Related computer systems, computer program products and computer-implemented methods of training are disclosed.
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