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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
Perceptually Guided 3DGS Streaming and Rendering for Mixed Reality
WACV 2026
Learning Subglacial Bed Topography from Sparse Radar with Physics-Guided Residuals
WACV 2026
Perception-Inspired Color Space Design for Photo White Balance Editing
WACV 2026
Color Preserving CMOS-SPAD Fusion for Multi-Frame HDR
WACV 2026
Feature Inversion as a Lens on Vision Encoders
WACV 2026
MoRe: Monocular Geometry Refinement via Graph Optimization for Cross-View Consistency
WACV 2026
STRinGS: Selective Text Refinement in Gaussian Splatting
WACV 2026
CSF-Net: Context-Semantic Fusion Network for Large Mask Inpainting
WACV 2026
Robust Noise Modeling for Spike Camera via Time-Interval Quantification and Spike-DSLR Multimodal Dataset in Low-Light Imaging
AAAI 2026
Reconstruction Using the Invisible: Intuition from NIR and Metadata for Enhanced 3D Gaussian Splatting
AAAI 2026
Steering One-Step Diffusion Model with Fidelity-Rich Decoder for Fast Image Compression
AAAI 2026
Pano-GS: Perception-Aware Gaussian Optimization with Gradient Consistency and Multi-Criteria Densification for High-Quality Rendering
AAAI 2026
UV-RGS: Relightable 3D Gaussian Splatting from Unposed Views Under Varied Illuminations
AAAI 2026
IE-SRGS: An Internal-External Knowledge Fusion Framework for High-Fidelity 3D Gaussian Splatting Super-Resolution
AAAI 2026
CD-DPE: Dual-Prompt Expert Network Based on Convolutional Dictionary Feature Decoupling for Multi-Contrast MRI Super-Resolution
AAAI 2026
Ev-iCRF: Self-supervised Event-guided iCRF Estimation for HDR Image Reconstruction
AAAI 2026
MFmamba: A Multi-function Network for Panchromatic Image Resolution Restoration Based on State-Space Model
AAAI 2026
Semi-Supervised High Dynamic Range Image Reconstructing via Bi-Level Uncertain Area Masking
AAAI 2026
GuidNoise: Single-Pair Guided Diffusion for Generalized Noise Synthesis
AAAI 2026
Continuous Degradation Modeling via Latent Flow Matching for Real-World Super-Resolution
AAAI 2026
Test-Time Preference Optimization for Image Restoration
AAAI 2026
Polarization Uncertainty-Guided Diffusion Model for Color Polarization Image Demosaicking
AAAI 2026
Integrating Reweighted Least Squares with Plug-and-Play Diffusion Priors for Noisy Image Restoration
AAAI 2026
SmartSplat: Feature-Smart Gaussians for Scalable Compression of Ultra-High-Resolution Images
AAAI 2026
Thermal-Physics Guided Infrared Image Super-Resolution with Dynamic High-Frequency Amplification
AAAI 2026
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