图像生成

StructSR: Refuse Spurious Details in Real-World Image Super-Resolution

Yachao Li, Dong Liang, Tianyu Ding, Sheng-Jun Huang

专题命中 图像修复 ：diffusion(abstract)；分类 cs.CV

FaceMe: Robust Blind Face Restoration with Personal Identification

Siyu Liu, Zheng-Peng Duan, Jia OuYang, Jiayi Fu, Hyunhee Park, Zikun Liu, Chun-Le Guo, Chongyi Li

专题命中 图像修复 ：diffusion(abstract)；分类 cs.CV

Comments To appear at AAAI 2025

Bit-depth color recovery via off-the-shelf super-resolution models

Xuanshuo Fu, Danna Xue, Javier Vazquez-Corral

专题命中 图像修复 ：image editing(abstract)；分类 cs.CV

STAR: Spatial-Temporal Augmentation with Text-to-Video Models for Real-World Video Super-Resolution

Rui Xie, Yinhong Liu, Penghao Zhou, Chen Zhao, Jun Zhou, Kai Zhang, Zhenyu Zhang, Jian Yang, Zhenheng Yang, Ying Tai

专题命中 图像修复 ：diffusion(abstract)；分类 cs.CV

Restore-RWKV: Efficient and Effective Medical Image Restoration with RWKV

Zhiwen Yang, Jiayin Li, Hui Zhang, Dan Zhao, Bingzheng Wei, Yan Xu

专题命中 图像修复 ：image synthesis(abstract)；分类 cs.CV

Comments This paper introduces the first RWKV-based model for image restoration

CoordFlow: Coordinate Flow for Pixel-wise Neural Video Representation

Daniel Silver, Ron Kimmel

专题命中 图像修复 ：inpainting(abstract)；分类 cs.CV

Detecting Inpainted Video with Frequency Domain Insights

Quanhui Tang, Jingtao Cao

专题命中 图像修复 ：inpainting(abstract)；分类 cs.CV

Comments Unsatisfied with this job

Physics Meets Pixels: PDE Models in Image Processing

Alejandro Garnung Menéndez

专题命中 图像修复 ：inpainting(abstract)；分类 cs.CV

Comments 19 pages, 15 figures, 4 tables

Event-based Motion Deblurring via Multi-Temporal Granularity Fusion

Xiaopeng Lin, Hongwei Ren, Yulong Huang, Zunchang Liu, Yue Zhou, Haotian Fu, Biao Pan, Bojun Cheng

专题命中 图像修复 ：diffusion(abstract)；分类 cs.CV

Comments 12 pages, 8 figures

Ensemble Learning and 3D Pix2Pix for Comprehensive Brain Tumor Analysis in Multimodal MRI

Ramy A. Zeineldin, Franziska Mathis-Ullrich

专题命中 图像修复 ：inpainting(abstract)；分类 cs.CV

Comments Accepted at the MICCAI BraTS Challenge 2023

Haar Nuclear Norms with Applications to Remote Sensing Imagery Restoration

Shuang Xu, Chang Yu, Jiangjun Peng, Xiangyong Cao, Deyu Meng

专题命中 图像修复 ：inpainting(abstract)；分类 cs.CV

Instruct-IPT: All-in-One Image Processing Transformer via Weight Modulation

Yuchuan Tian, Jianhong Han, Hanting Chen, Yuanyuan Xi, Ning Ding, Jie Hu, Chao Xu, Yunhe Wang

专题命中 图像修复 ：diffusion(abstract)；分类 cs.CV

Comments 14 pages, 5 figures

Fire Dynamic Vision: Image Segmentation and Tracking for Multi-Scale Fire and Plume Behavior

Daryn Sagel, Bryan Quaife

专题命中 图像修复 ：inpainting(abstract)；分类 cs.CV

A Step towards Automated and Generalizable Tactile Map Generation using Generative Adversarial Networks

David G Hobson, Majid Komeili

专题命中 图像修复 ：inpainting(abstract)；分类 cs.CV

FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration

Hao Li, Xiang Chen, Jiangxin Dong, Jinhui Tang, Jinshan Pan

专题命中 图像修复 ：diffusion(abstract)；分类 cs.CV

Comments Project website: https://www.foundir.net

VIP: Versatile Image Outpainting Empowered by Multimodal Large Language Model

Jinze Yang, Haoran Wang, Zining Zhu, Chenglong Liu, Meng Wymond Wu, Mingming Sun

专题命中 图像修复 ：diffusion(abstract)；分类 cs.CV

Comments Accepted by ACCV-2025, Our source code is available at: https://github.com/ucasyjz/VIP, 15 pages

RestorerID: Towards Tuning-Free Face Restoration with ID Preservation

Jiacheng Ying, Mushui Liu, Zhe Wu, Runming Zhang, Zhu Yu, Siming Fu, Si-Yuan Cao, Chao Wu, Yunlong Yu, Hui-Liang Shen

专题命中 图像修复 ：diffusion(abstract)；分类 cs.CV

Comments 10 pages, 10 figures

Unveiling Hidden Details: A RAW Data-Enhanced Paradigm for Real-World Super-Resolution

Long Peng, Wenbo Li, Jiaming Guo, Xin Di, Haoze Sun, Yong Li, Renjing Pei, Yang Wang, Yang Cao, Zheng-Jun Zha

专题命中 图像修复 ：diffusion(abstract)；分类 cs.CV

Comments We sincerely apologize, but due to some commercial confidentiality agreements related to the report, we have decided to withdraw the submission for now and will resubmit after making the necessary revisions

Contourlet Refinement Gate Framework for Thermal Spectrum Distribution Regularized Infrared Image Super-Resolution

Yang Zou, Zhixin Chen, Zhipeng Zhang, Xingyuan Li, Long Ma, Jinyuan Liu, Peng Wang, Yanning Zhang

专题命中 图像修复 ：diffusion(abstract)；分类 cs.CV

Comments 13 figures, 6 tables

All-in-one Weather-degraded Image Restoration via Adaptive Degradation-aware Self-prompting Model

Yuanbo Wen, Tao Gao, Ziqi Li, Jing Zhang, Kaihao Zhang, Ting Chen

专题命中 图像修复 ：diffusion(abstract)；分类 cs.CV

Solving Linear Inverse Problems Using the Prior Implicit in a Denoiser

Zahra Kadkhodaie, Eero P. Simoncelli

专题命中 图像修复 ：inpainting(abstract)；分类 cs.CV

Comments 19 pages, 12 figures. Changes: more detailed description of relationships to previous literature, including empirical comparisons for super-resolution, debarring, and compressive sensing

Journal ref updated version published in Proc. Neural Information Processing Systems (NeurIPS) 2021

Adversarial Purification and Fine-tuning for Robust UDC Image Restoration

Zhenbo Song, Zhenyuan Zhang, Kaihao Zhang, Zhaoxin Fan, Jianfeng Lu

专题命中 图像修复 ：diffusion(abstract)；分类 cs.CV

Comments Failure to meet expectations

Fingerprints of Super Resolution Networks

Jeremy Vonderfecht, Feng Liu

专题命中 图像修复 ：image generation(abstract)；分类 cs.CV

Comments Published in Transactions on Machine Learning Research (2022)

Looks Too Good To Be True: An Information-Theoretic Analysis of Hallucinations in Generative Restoration Models

Regev Cohen, Idan Kligvasser, Ehud Rivlin, Daniel Freedman

专题命中 图像修复 ：inpainting(abstract)；分类 cs.CV

DaLPSR: Leverage Degradation-Aligned Language Prompt for Real-World Image Super-Resolution

Aiwen Jiang, Zhi Wei, Long Peng, Feiqiang Liu, Wenbo Li, Mingwen Wang

专题命中 图像修复 ：diffusion(abstract)；分类 cs.CV

Rethinking Visual Counterfactual Explanations Through Region Constraint

Bartlomiej Sobieski, Jakub Grzywaczewski, Bartlomiej Sadlej, Matthew Tivnan, Przemyslaw Biecek

专题命中 图像修复 ：inpainting(abstract)；分类 cs.CV

Comments Preprint

InstantIR: Blind Image Restoration with Instant Generative Reference

Jen-Yuan Huang, Haofan Wang, Qixun Wang, Xu Bai, Hao Ai, Peng Xing, Jen-Tse Huang

专题命中 图像修复 ：diffusion(abstract)；分类 cs.CV

ReFIR: Grounding Large Restoration Models with Retrieval Augmentation

Hang Guo, Tao Dai, Zhihao Ouyang, Taolin Zhang, Yaohua Zha, Bin Chen, Shu-tao Xia

专题命中 图像修复 ：diffusion(abstract)；分类 cs.CV

Comments Accepted by NeurIPS 2024

SR-CurvANN: Advancing 3D Surface Reconstruction through Curvature-Aware Neural Networks

Marina Hernández-Bautista, Francisco J. Melero

专题命中 图像修复 ：inpainting(abstract)；分类 cs.GR

Comments Major changes in title, paper structure, text and figures. Improved results. 23 pages, 14 figures. Decision about submission not taken yet

Graph Image Prior for Unsupervised Dynamic Cardiac Cine MRI Reconstruction

Zhongsen Li, Wenxuan Chen, Shuai Wang, Chuyu Liu, Qing Zou, Rui Li

专题命中 图像修复 ：image generation(abstract)；分类 cs.CV

Comments The conclusion about reconstruction performance with the size of the latent variable is not stable, we must validate it before presenting it to other researchers