UpdatedJul 3, 2024 Python Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet. ...
1. ATD | Transcending the Limit of Local Window: Advanced Super-Resolution Transformer with Adaptive Token Dictionary(成电 顾舒航团队,ETH Yawei Li)超越局部窗口的极限: 带有自适应Token字典的高级超分辨率Transformer Paper: arXiv, CVPR 2024 Open Access Repository Code: github.com/LabShuHangGU Abstract:...
1. ITER | Iterative Token Evaluation and Refinement for Real-World Super-resolution(南洋理工 Weisi Lin 团队,商汤) Paper: arXiv Code: github.com/chaofengc/IT Abstract: 真实世界图像超分辨率(Real-world image super-resolution, RWSR)是一个长期存在的问题,因为低质量(low-quality, LQ)图像通常具有复杂...
【10】SMFANet: A Lightweight Self-Modulation Feature Aggregation Network for Efficient Image Super-Resolution Paper: ECCV 2024 Code: https://github.com/Zheng-MJ/SMFANet Keywords: Lightweight 【11】Pixel-Aware Stable Diffusion for Realistic Image Super-Resolution and Personalized Stylization Paper: htt...
Code:https://github.com/USTC-JialunPeng/RealSRT Keywords: Real-World 视频超分 1 Event-Adapted Video Super-Resolution Paper:ECCV 2024 Code: Keywords: Event 2 Kalman-Inspired Feature Propagation for Video Face Super-Resolution Paper:https://arxiv.org/abs/2408.05205 ...
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1. SPIN | Lightweight Image Super-Resolution with Superpixel Token Interaction(中山大学 任文琦、操晓春团队) Paper:ICCV 2023 Open Access Repository Code:https://github.com/ArcticHare105/SPIN 2. ISS-P | Iterative Soft Shrinkage Learning for Efficient Image Super-Resolution(RIT Zhiqiang Tao团队,ETH ...
Continuous Optical Zooming: A Benchmark for Arbitrary-Scale Image Super-Resolution in Real World Paper: Code: Keywords: Real World; Arbitrary-Scale 特殊场景 总结 从本届接收的论文来看,Diffusion model和Text引入语义文本信息是大的热点,单纯的超分基本已经绝迹,一般必须带上特殊场景或背景。
GitHub上的实现位于Janspiry/Image-Super-Resolution-via-Iterative-Refinement。核心文件包括prepare_data.py和model文件夹下的内容。 数据处理: 在prepare_data.py中,低分辨率图像(lr_img)通过插值得到初始的高分辨率图像(sr_img)。尽管这一步已经提高了图像分辨率,但SR3的目标是通过进一步的迭代优化来改善这些初步结果...
Code: https://github.com/USTC-JialunPeng/RealSRT Keywords: Real-World 视频超分 【1】Event-Adapted Video Super-Resolution Paper: ECCV 2024 Code: Keywords: Event 【2】 Kalman-Inspired Feature Propagation for Video Face Super-Resolution Paper: https://arxiv.org/abs/2408.05205 ...