2021
DOI: 10.1002/sdtp.14652
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18‐4: Fast Image Restoration and Glare Removal for Under‐Display Camera by Guided Filter

Abstract: Under‐display camera suffers from severe image blur and glare due to the structure of the display panel. Finite dynamic range of camera also causes irreversible damage on images. In this paper, we show that the blurry with glare can be rapidly restored by a neural network with guided filters.

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Cited by 7 publications
(4 citation statements)
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References 11 publications
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“…In order to solve this problem, research on UDC image restoration is being conducted. [2][3][4][5][6] The blurred image can be restored by the traditional deconvolution method [7], but in the case of flares, it cannot be restored due to information loss. Therefore, we develop a UDC image restoration network trained with synthetic datasets.…”
Section: Introductionmentioning
confidence: 99%
“…In order to solve this problem, research on UDC image restoration is being conducted. [2][3][4][5][6] The blurred image can be restored by the traditional deconvolution method [7], but in the case of flares, it cannot be restored due to information loss. Therefore, we develop a UDC image restoration network trained with synthetic datasets.…”
Section: Introductionmentioning
confidence: 99%
“…For the second challence, there have been many research papers [1][2][3][4][5][6][7][8][9], and the common solution is image restoration by deep learning. However, there are few papers focused on the first question [10][11].…”
Section: Introductionmentioning
confidence: 99%
“…At present, the full screen camera technologies on the market can be roughly divided into two methods: pixel circuit internal method (TFT inside) represented by Samsung Fold3, and pixel circuit external method (TFT outside) represented by ZTE Axon20 and Axon30 [4,5,6]. Samsung's full screen camera technology is named UPC (Under Panel Camera).…”
Section: Introductionmentioning
confidence: 99%