ELECTRONIC DEVICE AND CONTROLLING METHOD OF ELECTRONIC DEVICE

ELECTRONIC DEVICE AND CONTROLLING METHOD OF ELECTRONIC DEVICE

An image processing device includes an encoder configured to receive a blurry image and generate a global feature map of the image, a merging unit configured to merge the global feature map and blur information, a decoder configured to generate a feature tensor and weight tensors, a recurrent refine...

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Bibliographische Detailangaben
Hauptverfasser: ZAVALISHIN, Sergey Stanislavovich, GRUZDEV, Aleksei Mikhailovich, ANISIMOVSKIY, Valery Valerievich, DOROKHOV, Evgeny Andreevich, PENKIN, Maksim Alexandrovich
Format: Patent
Sprache:eng ; fre ; ger
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
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Beschreibung
Zusammenfassung:An image processing device includes an encoder configured to receive a blurry image and generate a global feature map of the image, a merging unit configured to merge the global feature map and blur information, a decoder configured to generate a feature tensor and weight tensors, a recurrent refinement module configured to perform recurrent feature filtering, and an image reconstruction module configured to reconstruct a deblurred image where the image processing device is configured to estimate an image global shift and to activate or deactivate the recurrent refinement module based on the estimation.