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Spatial-scale-based blur kernel estimation for blind motion deblurring
2017 International Conference on Security, Pattern Analysis, and Cybernetics (SPAC), 2017Maximum a posteriori (MAP)-based single-image blind motion deblurring methods are extensively studied in the past years, and have achieved great progress. However, because of imperfect salient edges selection, most state-of-the-art methods still cannot estimate the blur kernel (BK) accurately, especially in large motion blur cases.
Shu Tang +4 more
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Accurate Estimation of Motion Blur Kernel Based on Genetic Algorithms
2020In this paper, a motion blur kernel estimation method is proposed based on genetic algorithms. Specific individual representation and initialization are developed for optimizing motion blur kernel. Effective fitness function and genetic operators are designed to ensure the convergence of the optimization process.
Ziwei Zhou +6 more
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Image Super-Resolution Reconstruction by Blur Kernel Estimation
2023 3rd International Conference on Communication Technology and Information Technology (ICCTIT), 2023Xiaotong Liu +3 more
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Estimating an Image's Blur Kernel from Edge Intensity Profiles
2012Abstract : This paper presents a simple and fast method to estimate the blur kernel model, support size, and its parameters directly from a blurry image rather than relying on the standard models. Also, this method estimates the parameters without the need to search the parameter space.
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Deep Kernel Estimation for Turbulent Blur Correction
2023 IEEE 5th International Conference on Civil Aviation Safety and Information Technology (ICCASIT), 2023openaire +1 more source
Estimating Generalized Gaussian Blur Kernels for Out-of-Focus Image Deblurring
IEEE Transactions on Circuits and Systems for Video Technology, 2021Xin Du, Hui-Liang Shen
exaly
Gyroscope Aided Blur Kernel Estimation for IR Image Deblurring
2023 International Conference on Computer, Electronics & Electrical Engineering & their Applications (IC2E3), 2023Kaustubh Saurabh Singh +3 more
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Event-based Blur Kernel Estimation For Blind Motion Deblurring
2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2023Takuya Nakabayashi +3 more
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LBKENet:Lightweight Blur Kernel Estimation Network for Blind Image Super-Resolution
2023Khan A. H. +4 more
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