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Methodology
← Processing
Computer Vision
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Processing
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Image Restoration
3606 directly classified papers
Papers per year
2003: 1
2006: 5
2007: 3
2008: 4
2009: 4
2010: 5
2011: 4
2012: 7
2013: 100
2014: 58
2015: 114
2016: 52
2017: 85
2018: 124
2019: 205
2020: 247
2021: 382
2022: 297
2023: 505
2024: 543
2025: 685
2026: 176
Papers
Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration
AAAI 2024
Exploring Fixed Point in Image Editing: Theoretical Support and Convergence Optimization
NIPS 2024
Direction-Aware Video Demoiréing with Temporal-Guided Bilateral Learning
AAAI 2024
SelfPromer: Self-Prompt Dehazing Transformers with Depth-Consistency
AAAI 2024
Correlation Matching Transformation Transformers for UHD Image Restoration
AAAI 2024
Omnidirectional Image Super-resolution via Bi-projection Fusion
AAAI 2024
Multi-Cross Sampling and Frequency-Division Reconstruction for Image Compressed Sensing
AAAI 2024
LED: A Large-scale Real-world Paired Dataset for Event Camera Denoising
CVPR 2024
Multi-Domain Multi-Scale Diffusion Model for Low-Light Image Enhancement
AAAI 2024
MVCPS-NeuS: Multi-view Constrained Photometric Stereo for Neural Surface Reconstruction
CVPR 2024
An Expectation-Maximization Algorithm for Training Clean Diffusion Models from Corrupted Observations
NIPS 2024
DeblurSR: Event-Based Motion Deblurring under the Spiking Representation
AAAI 2024
Prior and Prediction Inverse Kernel Transformer for Single Image Defocus Deblurring
AAAI 2024
Enhancing Hyperspectral Images via Diffusion Model and Group-Autoencoder Super-resolution Network
AAAI 2024
Hyperspectral Image Reconstruction via Combinatorial Embedding of Cross-Channel Spatio-Spectral Clues
AAAI 2024
Flow-Event Autoencoder: Event Stream Object Recognition Dataset Generation with Arbitrary High Temporal Resolution
AAAI 2024
Gated Fields: Learning Scene Reconstruction from Gated Videos
CVPR 2024
Removing Interference and Recovering Content Imaginatively for Visible Watermark Removal
AAAI 2024
Towards Automated Chinese Ancient Character Restoration: A Diffusion-Based Method with a New Dataset
AAAI 2024
Domain Generalization with Vital Phase Augmentation
AAAI 2024
Noise-Free Optimization in Early Training Steps for Image Super-resolution
AAAI 2024
Unsupervised Pan-Sharpening via Mutually Guided Detail Restoration
AAAI 2024
A Diffusion Model with State Estimation for Degradation-Blind Inverse Imaging
AAAI 2024
Arbitrary-Scale Video Super-resolution Guided by Dynamic Context
AAAI 2024
MFTN: Multi-Level Feature Transfer Network Based on MRI-Transformer for MR Image Super-resolution
AAAI 2024
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