Single image deblurring method via horizontal and vertical decomposition and network system therefor

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United States of America Patent

APP PUB NO 20240212110A1
SERIAL NO

18527058

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Abstract

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A single image deblurring method via vertical and horizontal decomposition includes receiving, by an input unit of a deblurring network system, a single image; extracting, by an encoder, features from the received single image; decoding, by a horizontal decoder, the features provided from the encoder using a first convolution kernel to generate a first residual image; decoding, by a vertical decoder, the features provided from the encoder using a second convolution kernel generated by rotating the first convolution kernel to generate a second residual image; and synthesizing, by a synthesis unit, the first residual image and the second residual image into the received single image to generate a deblurred image.

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Patent Owner(s)

Patent OwnerAddress
KOREA UNIVERSITY RESEARCH AND BUSINESS FOUNDATIONANAM-DONG 5-GA SEONGBUK-GU SEOUL SEOUL

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
CHO, Sung Jin Seongnam-si, KR 33 141
JI, Seo Won Seoul, KR 1 0
KO, Sung-Jea Seoul, KR 23 333

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