Generative Diffusion Prior for Unified Image Restoration and Enhancement

3 April 2023

Weidong Yang

Papers citing "Generative Diffusion Prior for Unified Image Restoration and Enhancement"

50 / 119 papers shown

Title
Blind Image Restoration via Fast Diffusion Inversion Hamadi Chihaoui Abdelhak Lemkhenter Paolo Favaro 25 6 0 29 May 2024
Bracket Diffusion: HDR Image Generation by Consistent LDR Denoising Mojtaba Bemana Thomas Leimkuhler K. Myszkowski Hans-Peter Seidel Tobias Ritschel DiffM 22 2 0 23 May 2024
MuseumMaker: Continual Style Customization without Catastrophic Forgetting Chenxi Liu Gan Sun Wenqi Liang Jiahua Dong Can Qin Yang Cong DiffM 40 3 0 25 Apr 2024
Motion-adaptive Separable Collaborative Filters for Blind Motion Deblurring Chengxu Liu Xuan Wang Xiangyu Xu Ruhao Tian Shuai Li Xueming Qian Ming-Hsuan Yang 28 13 0 19 Apr 2024
Efficient Conditional Diffusion Model with Probability Flow Sampling for Image Super-resolution Yutao Yuan Chun Yuan DiffM 25 6 0 16 Apr 2024
Equipping Diffusion Models with Differentiable Spatial Entropy for Low-Light Image Enhancement Wenyi Lian W. Lian Ziwei Luo DiffM 29 1 0 15 Apr 2024
MaSkel: A Model for Human Whole-body X-rays Generation from Human Masking Images Yingjie Xi Boyuan Cheng Jingyao Cai Jian Jun Zhang Xiaosong Yang MedIm 23 0 0 13 Apr 2024
Light the Night: A Multi-Condition Diffusion Framework for Unpaired Low-Light Enhancement in Autonomous Driving Jinlong Li Baolu Li Zhengzhong Tu Xinyu Liu Qing-Wu Guo Felix Juefei Xu Runsheng Xu Hongkai Yu DiffM 39 2 0 07 Apr 2024
DiffBody: Human Body Restoration by Imagining with Generative Diffusion Prior Yiming Zhang Zhe Wang Xinjie Li Yunchen Yuan Chengsong Zhang Xiao Sun Zhihang Zhong Jian Wang DiffM 29 0 0 04 Apr 2024
Bi-level Guided Diffusion Models for Zero-Shot Medical Imaging Inverse Problems Hossein Askari Fred Roosta Hongfu Sun MedIm DiffM 25 3 0 04 Apr 2024
Specularity Factorization for Low-Light Enhancement A. S. Baslamisli Noah Snavely. Intrinsic 34 3 0 02 Apr 2024
Boosting Diffusion Models with Moving Average Sampling in Frequency Domain Yurui Qian Qi Cai Yingwei Pan Yehao Li Ting Yao Qibin Sun Tao Mei DiffM 16 18 0 26 Mar 2024
Learning Spatial Adaptation and Temporal Coherence in Diffusion Models for Video Super-Resolution Zhikai Chen Fuchen Long Zhaofan Qiu Ting Yao Wengang Zhou Jiebo Luo Tao Mei DiffM 23 3 0 25 Mar 2024
Invertible Diffusion Models for Compressed Sensing Bin Chen Zhenyu Zhang Weiqi Li Chen Zhao Jiwen Yu Shijie Zhao Jie Chen Jian Andrew Zhang DiffM 35 5 0 25 Mar 2024
Transfer CLIP for Generalizable Image Denoising Junting Cheng Dong Liang Shan Tan VLM 20 12 0 22 Mar 2024
Osmosis: RGBD Diffusion Prior for Underwater Image Restoration Opher Bar Nathan Deborah Levy T. Treibitz Dan Rosenbaum 16 3 0 21 Mar 2024
Step-Calibrated Diffusion for Biomedical Optical Image Restoration Yiwei Lyu Sung Jik Cha Cheng Jiang Asadur Chowdury X. Hou Edward Harake A. Kondepudi C. Freudiger Honglak Lee Todd C. Hollon MedIm 37 1 0 20 Mar 2024
GetMesh: A Controllable Model for High-quality Mesh Generation and Manipulation Zhaoyang Lyu Ben Fei Jinyi Wang Xudong Xu Ya Zhang Weidong Yang Bo Dai 23 4 0 18 Mar 2024
PASTA: Towards Flexible and Efficient HDR Imaging Via Progressively Aggregated Spatio-Temporal Alignment Xiaoning Liu Ao Li Zongwei Wu Yapeng Du Le Zhang Yulun Zhang Radu Timofte Ce Zhu 23 2 0 15 Mar 2024
BlindDiff: Empowering Degradation Modelling in Diffusion Models for Blind Image Super-Resolution Feng Li Yixuan Wu Zichao Liang Runmin Cong H. Bai Yao-Min Zhao Meng Wang DiffM 30 1 0 15 Mar 2024
XPSR: Cross-modal Priors for Diffusion-based Image Super-Resolution Yunpeng Qu Kun Yuan Kai Zhao Qizhi Xie Jinhua Hao Ming-hui Sun Chao Zhou 19 16 0 08 Mar 2024
Zero-Reference Lighting Estimation Diffusion Model for Low-Light Image Enhancement Jinhong He Minglong Xue Zhipu Liu Chengyun Song DiffM 24 1 0 05 Mar 2024
Diff-Plugin: Revitalizing Details for Diffusion-based Low-level Tasks Yuhao Liu Zhanghan Ke Fang Liu Nanxuan Zhao Rynson W. H. Lau DiffM 24 19 0 01 Mar 2024
Diffusion Model-Based Image Editing: A Survey Yi Huang Jiancheng Huang Yifan Liu Mingfu Yan Jiaxi Lv Jianzhuang Liu Wei Xiong He Zhang Liangliang Cao Liangliang Cao EGVM 57 82 0 27 Feb 2024
HIR-Diff: Unsupervised Hyperspectral Image Restoration Via Improved Diffusion Models Li Pang Xiangyu Rui Long Cui Hongzhong Wang Deyu Meng Xiangyong Cao DiffM 29 15 0 24 Feb 2024
Seed Optimization with Frozen Generator for Superior Zero-shot Low-light Enhancement Yuxuan Gu Yi Jin Ben Wang Zhixiang Wei Xiaoxiao Ma Pengyang Ling Haoxuan Wang H. Chen Enhong Chen 29 0 0 15 Feb 2024
Spatial-and-Frequency-aware Restoration method for Images based on Diffusion Models Kyungsung Lee Donggyu Lee Myungjoo Kang 15 0 0 31 Jan 2024
Text Image Inpainting via Global Structure-Guided Diffusion Models Shipeng Zhu Pengfei Fang Chenjie Zhu Zuoyan Zhao Qiang Xu Hui Xue DiffM 18 4 0 26 Jan 2024
Diffusion Enhancement for Cloud Removal in Ultra-Resolution Remote Sensing Imagery Jialu Sui Yiyang Ma Wenhan Yang Xiaokang Zhang Man-On Pun Jiaying Liu 14 12 0 25 Jan 2024
Low-light Image Enhancement via CLIP-Fourier Guided Wavelet Diffusion Minglong Xue Jinhong He Wenhai Wang Mingliang Zhou 18 11 0 08 Jan 2024
Diffusion Models, Image Super-Resolution And Everything: A Survey Brian B. Moser Arundhati S. Shanbhag Federico Raue Stanislav Frolov Sebastián M. Palacio Andreas Dengel 11 34 0 01 Jan 2024
ReCo-Diff: Explore Retinex-Based Condition Strategy in Diffusion Model for Low-Light Image Enhancement Yuhui Wu Guoqing Wang Zhiwen Wang Yang Yang Tianyu Li Malu Zhang Chongyi Li H. Shen DiffM 35 2 0 20 Dec 2023
Enlighten-Your-Voice: When Multimodal Meets Zero-shot Low-light Image Enhancement Xiaofeng Zhang Zishan Xu Hao Tang Chaochen Gu Wei Chen Shanying Zhu Xinping Guan 31 1 0 15 Dec 2023
Tell Me What You See: Text-Guided Real-World Image Denoising E. Yosef Raja Giryes DiffM 33 2 0 15 Dec 2023
Diffusion-based Blind Text Image Super-Resolution Yuzhe Zhang Jiawei Zhang Hao Li Zhouxia Wang Luwei Hou Dongqing Zou Liheng Bian 24 8 0 13 Dec 2023
Compensation Sampling for Improved Convergence in Diffusion Models Hui Lu A. A. Salah Ronald Poppe 16 1 0 11 Dec 2023
UIEDP:Underwater Image Enhancement with Diffusion Prior Dazhao Du Enhan Li Lingyu Si Fanjiang Xu Jianwei Niu Fuchun Sun 24 7 0 11 Dec 2023
RS-Corrector: Correcting the Racial Stereotypes in Latent Diffusion Models Yue Jiang Yueming Lyu Tianxiang Ma Bo Peng Jing Dong 35 3 0 08 Dec 2023
Test-Time Degradation Adaptation for Open-Set Image Restoration Yuanbiao Gou Haiyu Zhao Boyun Li Xinyan Xiao Xi Peng VLM 6 7 0 02 Dec 2023
LDM-ISP: Enhancing Neural ISP for Low Light with Latent Diffusion Models Qiang Wen Yazhou Xing Zhefan Rao Qifeng Chen DiffM 27 0 0 02 Dec 2023
Motion-Guided Latent Diffusion for Temporally Consistent Real-world Video Super-resolution Xi Yang Chenhang He Jianqi Ma Lei Zhang DiffM VGen 19 11 0 01 Dec 2023
PEAN: A Diffusion-Based Prior-Enhanced Attention Network for Scene Text Image Super-Resolution Zuoyan Zhao Hui Xue Pengfei Fang Shipeng Zhu DiffM 11 4 0 29 Nov 2023
Exploring Straighter Trajectories of Flow Matching with Diffusion Guidance Siyu Xing Jie Cao Huaibo Huang Xiao-Yu Zhang Ran He 22 1 0 28 Nov 2023
CoSeR: Bridging Image and Language for Cognitive Super-Resolution Haoze Sun Wenbo Li Jianzhuang Liu Haoyu Chen Renjing Pei X. Zou Youliang Yan Yujiu Yang SupR 20 45 0 27 Nov 2023
Enhancing Perceptual Quality in Video Super-Resolution through Temporally-Consistent Detail Synthesis using Diffusion Models C. Rota M. Buzzelli J. Weijer DiffM 17 3 0 27 Nov 2023
DiffusionMat: Alpha Matting as Sequential Refinement Learning Yangyang Xu Shengfeng He Wenqi Shao Kwan-Yee K. Wong Yu Qiao Ping Luo DiffM 8 3 0 22 Nov 2023
DoubleAUG: Single-domain Generalized Object Detector in Urban via Color Perturbation and Dual-style Memory Lei Qi Peng Dong Tan Xiong Hui Xue Xin Geng 15 4 0 22 Nov 2023
Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model Chunming He Chengyu Fang Yulun Zhang Chenyu You Kai Li Longxiang Tang Fengyang Xiao Xiu Li Z. Guo 29 24 0 20 Nov 2023
Domain Transfer in Latent Space (DTLS) Wins on Image Super-Resolution -- a Non-Denoising Model C. Hui W. Siu N. Law DiffM 13 1 0 04 Nov 2023
Image Super-resolution Via Latent Diffusion: A Sampling-space Mixture Of Experts And Frequency-augmented Decoder Approach Feng Luo Jin-Peng Xiang Jun Zhang Xiao Han Wei Yang DiffM 80 10 0 18 Oct 2023