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Blind Image Deblurring Using a Non-Linear Channel Prior Based on Dark and Bright Channels
IEEE Transactions on Image Processing, 2021Blind image deblurring aims at recovering a clean image from the given blurry image without knowing the blur kernel. Recently proposed dark and extreme channel priors have shown their effectiveness in deblurring various blurry scenarios. However, these two priors fail to help the blur kernel estimation under the particular circumstance that clean ...
Xianyu Ge, Jieqing Tan
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Radial Bright Channel Prior for Single Image Vignetting Correction
Lecture Notes in Computer Science, 2014This paper presents a novel prior, radial bright channel (RBC) prior, for single image vignetting correction. The RBC prior is derived from a statistical property of vignetting-free images: for the pixels sharing the same radius in polar coordinates of an image, at least one pixel has a high intensity value at some color channel.
Hyunjoon Lee
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Unsupervised Low-Light Image Enhancement Using Bright Channel Prior
IEEE Signal Processing Letters, 2020Recent approaches for low-light image enhancement achieve excellent performance through supervised learning based on convolutional neural networks. However, it is still challenging to collect a large amount of low-/normal-light image pairs in real environments for training the networks.
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Image Enhancement Using Bright Channel Prior
2016 International Conference on Industrial Informatics - Computing Technology, Intelligent Technology, Industrial Information Integration (ICIICII), 2016In view of the low illumination color images, image enhancement technology is commonly used in image processing. In this study, we propose a brightness enhancement algorithm based on the bright channel prior, which focuses on the gray removal. The local patches in sufficient illumination images contain some pixels that have very high intensities in at ...
Xinhua Guo
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Multiframe blind deconvolution based on bright and dark channel prior
International Conference on Algorithms, High Performance Computing, and Artificial Intelligence (AHPCAI 2023), 2023exaly +2 more sources

