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A Transformer-based Image Enhancement Framework Guided by Physical Blur Estimation for Underwater Images

https://doi.org/10.2139/ssrn.5449604
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Two-Phase Kernel Estimation for Robust Motion Deblurring
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Image restoration model for microscopic defocused images based on blurring kernel guidance
inferredcites →https://doi.org/10.1016/j.oceaneng.2025.120896openalex-snapshot
An underwater visual SLAM system with adaptive image enhancement
inferredcites →https://doi.org/10.1086/111605openalex-snapshot
An iterative technique for the rectification of observed distributions
inferredcites →https://doi.org/10.1109/access.2023.3339817openalex-snapshot
Depth-Conditioned GAN for Underwater Image Enhancement
inferredcites →https://doi.org/10.1109/cvpr.2007.383029openalex-snapshot
Single Image Motion Deblurring Using Transparency
inferredcites →https://doi.org/10.1109/cvpr.2011.5995521openalex-snapshot
Blind deconvolution using a normalized sparsity measure
inferredcites →https://doi.org/10.1109/cvpr.2017.35openalex-snapshot
Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring
inferredcites →https://doi.org/10.1109/cvpr.2018.00854openalex-snapshot
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks
inferredcites →https://doi.org/10.1109/cvpr46437.2021.01458openalex-snapshot
Multi-Stage Progressive Image Restoration
inferredcites →https://doi.org/10.1109/cvpr52688.2022.00564openalex-snapshot
Restormer: Efficient Transformer for High-Resolution Image Restoration
inferredcites →https://doi.org/10.1109/cvpr52688.2022.01716openalex-snapshot
Uformer: A General U-Shaped Transformer for Image Restoration
inferredcites →https://doi.org/10.1109/cvprw.2009.5206815openalex-snapshot
Understanding and evaluating blind deconvolution algorithms
inferredcites →https://doi.org/10.1109/iccv48922.2021.00460openalex-snapshot
Rethinking Coarse-to-Fine Approach in Single Image Deblurring
inferredcites →https://doi.org/10.1109/isce.2011.5973859openalex-snapshot
Estimation of motion blur parameters using cepstrum analysis
inferredcites →https://doi.org/10.1109/t-c.1972.223567openalex-snapshot
Generalized Wiener Filtering Computation Techniques
inferredcites →https://doi.org/10.1109/tetci.2026.3668671openalex-snapshot
A Comprehensive Survey on Underwater Image Enhancement Based on Deep Learning
inferredcites →https://doi.org/10.1109/tgrs.2026.3660483openalex-snapshot
Learning a Physical-Aware Diffusion Model Based on Transformer for Underwater Image Enhancement
inferredcites →https://doi.org/10.1109/tim.2025.3541785openalex-snapshot
EUM-SLAM: An Enhancing Underwater Monocular Visual SLAM With Deep-Learning-Based Optical Flow Estimation
inferredcites →https://doi.org/10.1109/tip.2017.2663846openalex-snapshot
Underwater Image Restoration Based on Image Blurriness and Light Absorption
inferredcites →https://doi.org/10.1109/tip.2017.2759252openalex-snapshot
Color Balance and Fusion for Underwater Image Enhancement
inferredcites →https://doi.org/10.1109/tsp.2006.870644openalex-snapshot
Efficient discrete spatial techniques for blur support identification in blind image deconvolution
inferredcites →https://doi.org/10.1145/1141911.1141956openalex-snapshot
Removing camera shake from a single photograph
inferredcites →https://doi.org/10.1145/1276377.1276464openalex-snapshot
Image and depth from a conventional camera with a coded aperture
inferredcites →https://doi.org/10.2139/ssrn.5227958openalex-snapshot
Image-Conditional Diffusion Transformer for Underwater Image Enhancement
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