IMAGE PROCESSING DEVICE AND OPERATION METHOD THEREOF

The present disclosure relates to an image processing device including: a memory storing one or more instructions; a processor configured to execute the one or more instructions stored in the memory to: extract one or more input patches based on an input image; extract pieces of feature information...

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Bibliographic Details
Main Authors LEE, Hyeongmin, LEE, Jihye, LEE, Sangyoun, LIM, Taegyu, KIM, Taeoh
Format Patent
LanguageEnglish
French
German
Published 12.06.2024
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
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Summary:The present disclosure relates to an image processing device including: a memory storing one or more instructions; a processor configured to execute the one or more instructions stored in the memory to: extract one or more input patches based on an input image; extract pieces of feature information respectively corresponding to the one or more input patches based on a dictionary including mapping information indicating mappings between a plurality of patches and pieces of feature information respectively corresponding to the plurality of patches; and obtain a final image by performing a convolution operation between the extracted pieces of feature information and a filter kernel, wherein the final image is an image obtained by performing image processing on the input image according to a preset purpose.
Bibliography:Application Number: EP20200806144