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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
Transformer-Based Inpainting for Real-Time 3D Streaming in Sparse Multi-Camera Setups
WACV 2026
SAIL: Self-supervised Learning of Lighting-Invariant Representations from Real Images with Latent Diffusion
WACV 2026
Equivariant Sampling for Improving Diffusion Model-based Image Restoration
WACV 2026
Single-step Diffusion for Image Compression at Ultra-Low Bitrates
WACV 2026
Revisiting Vision-Language Foundations for No-Reference Image Quality Assessment
WACV 2026
SAVeD: Learning to Denoise Low-SNR Video for Improved Downstream Performance
WACV 2026
From Darkness to Detail: Frequency-Aware SSMs for Low-Light Vision
WACV 2026
HDR Reconstruction Boosting with Training-Free and Exposure-Consistent Diffusion
WACV 2026
DTMIR-Pro: Domain Translation with Prompt-based Latent-Space Generalization for Multi-Weather Image Restoration
WACV 2026
R3: Reconstruction, Raw, and Rain: Deraining Directly in the Bayer Domain
WACV 2026
GrounDiff: Diffusion-Based Ground Surface Generation from Digital Surface Models
WACV 2026
Clear Sights on Site: A Spatial-Adaptive Channel Network for Deblurring Construction Site Images
WACV 2026
Segmentation-Aware Latent Diffusion for Satellite Image Super-Resolution: Enabling Smallholder Farm Boundary Delineation
WACV 2026
UniCoRN: Latent Diffusion-based Unified Controllable Image Restoration Network across Multiple Degradations
WACV 2026
MDUNet: Multimodal Decoding UNet for Passive Occluder-Aided Non-line-of-sight 3D Imaging
WACV 2026
Enabling High-Quality In-the-Wild Imaging from Severely Aberrated Metalens Bursts
WACV 2026
ISALux: Illumination and Semantics-Aware Transformer Employing Mixture of Experts for Low Light Image Enhancement
WACV 2026
Autocorrelation-based Fiducial Markers for Traceability
WACV 2026
DMAT: An End-to-End Framework for Joint Atmospheric Turbulence Mitigation and Object Detection
WACV 2026
DocWaveDiff: A Predict-and-Refine approach for Document Image Enhancement with Wavelet U-Nets and Diffusion models
WACV 2026
Multi-view Stereo with Multiple Projectors for Oneshot Entire Shape Scan based on Neural SDF and DSSS Demultiplexing
WACV 2026
SpecGen: Neural Spectral BRDF Generation via Spectral-Spatial Tri-plane Aggregation
WACV 2026
Learning Mask-Aware Offsets: Two-branch Deformable Attention Networks for Inpainting with Masked Region Avoidance
WACV 2026
FuLLaMa: Training-free Diffusion-based Object Removal with Context Preservation
WACV 2026
Self-Supervised Compression and Artifact Correction for Streaming Underwater Imaging Sonar
WACV 2026
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