A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends
Fuente:
arXiv
Saved in:
| Main Authors: | Jiang, Junjun, Zuo, Zengyuan, Wu, Gang, Jiang, Kui, Liu, Xianming |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Exploiting Self-Supervised Constraints in Image Super-Resolution
by: Wu, Gang, et al.
Published: (2024)
by: Wu, Gang, et al.
Published: (2024)
Transforming Image Super-Resolution: A ConvFormer-based Efficient Approach
by: Wu, Gang, et al.
Published: (2024)
by: Wu, Gang, et al.
Published: (2024)
VRS-UIE: Value-Driven Reordering Scanning for Underwater Image Enhancement
by: Jiang, Kui, et al.
Published: (2025)
by: Jiang, Kui, et al.
Published: (2025)
Semantic Ensemble Loss and Latent Refinement for High-Fidelity Neural Image Compression
by: Li, Daxin, et al.
Published: (2024)
by: Li, Daxin, et al.
Published: (2024)
CALLIC: Content Adaptive Learning for Lossless Image Compression
by: Li, Daxin, et al.
Published: (2024)
by: Li, Daxin, et al.
Published: (2024)
GroupedMixer: An Entropy Model with Group-wise Token-Mixers for Learned Image Compression
by: Li, Daxin, et al.
Published: (2024)
by: Li, Daxin, et al.
Published: (2024)
PVContext: Hybrid Context Model for Point Cloud Compression
by: Zhang, Guoqing, et al.
Published: (2024)
by: Zhang, Guoqing, et al.
Published: (2024)
Learning Lossless Compression for High Bit-Depth Volumetric Medical Image
by: Wang, Kai, et al.
Published: (2024)
by: Wang, Kai, et al.
Published: (2024)
ConStyle v2: A Strong Prompter for All-in-One Image Restoration
by: Fan, Dongqi, et al.
Published: (2024)
by: Fan, Dongqi, et al.
Published: (2024)
Boosting All-in-One Image Restoration via Self-Improved Privilege Learning
by: Wu, Gang, et al.
Published: (2025)
by: Wu, Gang, et al.
Published: (2025)
CDI: Blind Image Restoration Fidelity Evaluation based on Consistency with Degraded Image
by: Tang, Xiaojun, et al.
Published: (2025)
by: Tang, Xiaojun, et al.
Published: (2025)
MDIQA: Unified Image Quality Assessment for Multi-dimensional Evaluation and Restoration
by: Yao, Shunyu, et al.
Published: (2025)
by: Yao, Shunyu, et al.
Published: (2025)
FM2S: Towards Spatially-Correlated Noise Modeling in Zero-Shot Fluorescence Microscopy Image Denoising
by: Liu, Jizhihui, et al.
Published: (2024)
by: Liu, Jizhihui, et al.
Published: (2024)
One-Prompt to Segment All Medical Images
by: Wu, Junde, et al.
Published: (2023)
by: Wu, Junde, et al.
Published: (2023)
Exposure Bracketing Is All You Need For A High-Quality Image
by: Zhang, Zhilu, et al.
Published: (2024)
by: Zhang, Zhilu, et al.
Published: (2024)
Multi-level Attention-guided Graph Neural Network for Image Restoration
by: Jiang, Jiatao, et al.
Published: (2025)
by: Jiang, Jiatao, et al.
Published: (2025)
Cat-AIR: Content and Task-Aware All-in-One Image Restoration
by: Jiang, Jiachen, et al.
Published: (2025)
by: Jiang, Jiachen, et al.
Published: (2025)
Pathology Image Restoration via Mixture of Prompts
by: Cai, Jiangdong, et al.
Published: (2025)
by: Cai, Jiangdong, et al.
Published: (2025)
Image Restoration via Multi-domain Learning
by: Jiang, Xingyu, et al.
Published: (2025)
by: Jiang, Xingyu, et al.
Published: (2025)
Beyond Degradation Redundancy: Contrastive Prompt Learning for All-in-One Image Restoration
by: Wu, Gang, et al.
Published: (2025)
by: Wu, Gang, et al.
Published: (2025)
UDPNet: Unleashing Depth-based Priors for Robust Image Dehazing
by: Zuo, Zengyuan, et al.
Published: (2026)
by: Zuo, Zengyuan, et al.
Published: (2026)
Infrared Image Deturbulence Restoration Using Degradation Parameter-Assisted Wide & Deep Learning
by: Lu, Yi, et al.
Published: (2023)
by: Lu, Yi, et al.
Published: (2023)
Deep Lossy Plus Residual Coding for Lossless and Near-lossless Image Compression
by: Bai, Yuanchao, et al.
Published: (2022)
by: Bai, Yuanchao, et al.
Published: (2022)
A Comprehensive Survey on Magnetic Resonance Image Reconstruction
by: Kui, Xiaoyan, et al.
Published: (2025)
by: Kui, Xiaoyan, et al.
Published: (2025)
Step-Calibrated Diffusion for Biomedical Optical Image Restoration
by: Lyu, Yiwei, et al.
Published: (2024)
by: Lyu, Yiwei, et al.
Published: (2024)
One-Shot Image Restoration
by: Pereg, Deborah
Published: (2024)
by: Pereg, Deborah
Published: (2024)
Coupling Model-Driven and Data-Driven Methods for Remote Sensing Image Restoration and Fusion
by: Shen, Huanfeng, et al.
Published: (2021)
by: Shen, Huanfeng, et al.
Published: (2021)
Anisotropic Pooling for LUT-realizable CNN Image Restoration
by: Zhang, Xi, et al.
Published: (2025)
by: Zhang, Xi, et al.
Published: (2025)
Task-Guided Prompting for Unified Remote Sensing Image Restoration
by: Huang, Wenli, et al.
Published: (2026)
by: Huang, Wenli, et al.
Published: (2026)
Dilated Strip Attention Network for Image Restoration
by: Hao, Fangwei, et al.
Published: (2024)
by: Hao, Fangwei, et al.
Published: (2024)
NTIRE 2025 Challenge on RAW Image Restoration and Super-Resolution
by: Conde, Marcos V., et al.
Published: (2025)
by: Conde, Marcos V., et al.
Published: (2025)
All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path Aggregation
by: Zhang, Xu, et al.
Published: (2024)
by: Zhang, Xu, et al.
Published: (2024)
Restore-RWKV: Efficient and Effective Medical Image Restoration with RWKV
by: Yang, Zhiwen, et al.
Published: (2024)
by: Yang, Zhiwen, et al.
Published: (2024)
Hybrid Agents for Image Restoration
by: Li, Bingchen, et al.
Published: (2025)
by: Li, Bingchen, et al.
Published: (2025)
Image Restoration Learning via Noisy Supervision in the Fourier Domain
by: Liu, Haosen, et al.
Published: (2025)
by: Liu, Haosen, et al.
Published: (2025)
Underwater Image Enhancement via Dehazing and Color Restoration
by: Wu, Chengqin, et al.
Published: (2024)
by: Wu, Chengqin, et al.
Published: (2024)
NTIRE 2024 Restore Any Image Model (RAIM) in the Wild Challenge
by: Liang, Jie, et al.
Published: (2024)
by: Liang, Jie, et al.
Published: (2024)
HATs: Hierarchical Adaptive Taxonomy Segmentation for Panoramic Pathology Image Analysis
by: Deng, Ruining, et al.
Published: (2024)
by: Deng, Ruining, et al.
Published: (2024)
Quanta Video Restoration
by: Chennuri, Prateek, et al.
Published: (2024)
by: Chennuri, Prateek, et al.
Published: (2024)
Optimal Transport Based Unsupervised Restoration Learning Exploiting Degradation Sparsity
by: Wen, Fei, et al.
Published: (2023)
by: Wen, Fei, et al.
Published: (2023)
Similar Items
-
Exploiting Self-Supervised Constraints in Image Super-Resolution
by: Wu, Gang, et al.
Published: (2024) -
Transforming Image Super-Resolution: A ConvFormer-based Efficient Approach
by: Wu, Gang, et al.
Published: (2024) -
VRS-UIE: Value-Driven Reordering Scanning for Underwater Image Enhancement
by: Jiang, Kui, et al.
Published: (2025) -
Semantic Ensemble Loss and Latent Refinement for High-Fidelity Neural Image Compression
by: Li, Daxin, et al.
Published: (2024) -
CALLIC: Content Adaptive Learning for Lossless Image Compression
by: Li, Daxin, et al.
Published: (2024)