SUPER-RESOLUTION ON TEXT-TO-IMAGE SYNTHESIS WITH GANS

SUPER-RESOLUTION ON TEXT-TO-IMAGE SYNTHESIS WITH GANS

Systems and methods for image processing are described. Embodiments of the present disclosure obtain a low-resolution image and a text description of the low-resolution image. A mapping network generates a style vector representing the text description of the low resolution image. An adaptive convol...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Shechtman, Elya, Zhang, Richard, Kang, Minguk, Park, Taesung, Paris, Sylvain
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
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Beschreibung
Zusammenfassung:Systems and methods for image processing are described. Embodiments of the present disclosure obtain a low-resolution image and a text description of the low-resolution image. A mapping network generates a style vector representing the text description of the low resolution image. An adaptive convolution component generates an adaptive convolution filter based on the style vector. An image generation network generates a high-resolution image corresponding to the low-resolution image based on the adaptive convolution filter. high resolution "a cute corgi lives in a house made out of ~ sushi" low-resolution image