Noise matters in image restoration: from synthetic degradation to real-world challenges by Guo, Lanqing

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Underwater Image Restoration via Contrastive Learning and a Real-World Dataset by Junlin Han, Mehrdad Shoeiby, Tim Malthus, Elizabeth Botha, Janet Anstee, Saeed Anwar, Ran Wei, Mohammad Ali Armin, Hongdong Li, Lars Petersson

Subjects: “…underwater image restoration…”
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Multi‐task image restoration network based on spatial aggregation attention and multi‐feature fusion by Chunyan Peng, Xueya Zhao, Yangbo Chen, Wanqing Zhang, Yuhui Zheng

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Dual‐route synthetic‐to‐real adaption for single image dehazing by Yingxu Qiao, Zhanqiang Huo, Sensen Meng

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Blind Restoration of Motion Blurred Barcode Images using Ridgelet Transform and Radial Basis Function Neural Network by shamik tiwari

Subjects: “…image restoration…”
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Joint image restoration for object detection in snowy weather by Jing Wang, Meimei Xu, Huazhu Xue, Zhanqiang Huo, Fen Luo

Subjects: “…image restoration…”
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SEMNet: Deep Synthetic Training for Unprecedented SEM Image Denoising and Super-Resolution by Cha Junghun, Cho Doohyun, Lee SeungJae

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Study on the Robustness of an Atmospheric Scattering Model under Single Transmittance by Xiaotian Shi, Yue Ming, Lin Ju, Shouqian Chen

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SDAT: Sub-Dataset Alternation Training for Improved Image Demosaicing by Yuval Becker, Raz Z. Nossek, Tomer Peleg

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Foggy image restoration using deep sub‐pixel reconstruction network by Linge Li, Xiaoqin Liu, Feiyu Shi, Yihua Cai, Ying Zhang, Ping Fang, Chao Mu, Ningquan Weng

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RT-CBAM: Refined Transformer Combined with Convolutional Block Attention Module for Underwater Image Restoration by Renchuan Ye, Yuqiang Qian, Xinming Huang

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Analysis of restoration methods for optical-electronic images lubricated at motion by A. Yu. Liplianin, A. V. Khizhniak, E. I. Mikhnionok, A. S. Mamchenko

Subjects: “…image restoration…”
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Image Restoration Network Under Complex Meteorological Environment: GRASPP-GAN by Ma Jingyi, Zhang Tiejun, Jing Guodong, Yan Wenjun, Yang Bin

Subjects: “…Image restoration…”
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UNet Based Multi-Scale Recurrent Network for Lightweight Video Deblurring by Shunsuke Yae, Masaaki Ikehara

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Skeleton extraction of hard‐pen regular script based on stroke characterization and ambiguous zone detection by Zhanyang Xu, Feiyang Qin, Ningyang Xiong, Hongyan Shi, Jiarui Zhang, Wei Lin

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From shallow sea to deep sea: research progress in underwater image restoration by Wei Song, Yaling Liu, Dongmei Huang, Bing Zhang, Zhihao Shen, Huifang Xu

Subjects: “…shallow-sea image restoration…”
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Universal Image Restoration with Text Prompt Diffusion by Bing Yu, Zhenghui Fan, Xue Xiang, Jiahui Chen, Dongjin Huang

Subjects: “…image restoration…”
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Wavelets and partial differential equations for image denoising by Vittoria Bruni, Benedetto Piccoli, Domenico Vitulano

Subjects: “…Image restoration…”
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DIGITAL IMAGE RESTORATION USING SURF ALGORITHM by Shanmukhaprasanthi Tammineni, Swaraiya Madhuri Rayavarapu, Sasibhushana Rao Gottapu, Raj Kumar Goswami

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MFFN: Multi‐path feedback fusion network for lightweight image super resolution by LiXia Xue, JunHui Shen, RongGui Wang, Juan Yang

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