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Demosaicking

Most modern digital cameras acquire color images by measuring only one color channel per pixel, red, green, or blue, according to a specific pattern called the Bayer pattern. Demosaicking is the processing step that reconstruct a full color image given these incomplete measurements.

Source: Revisiting Non Local Sparse Models for Image Restoration

Papers

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Showing 1–50 of 150 papers

TitleStatusHype
NTIRE 2025 the 2nd Restore Any Image Model (RAIM) in the Wild Challenge—0
Seeing like a Cephalopod: Colour Vision with a Monochrome Event Camera—0
PIDSR: Complementary Polarized Image Demosaicing and Super-ResolutionCode1
Examining Joint Demosaicing and Denoising for Single-, Quad-, and Nona-Bayer Patterns—0
Multispectral Demosaicing via Dual Cameras—0
Fractal-IR: A Unified Framework for Efficient and Scalable Image Restoration—0
Binarized Mamba-Transformer for Lightweight Quad Bayer HybridEVS DemosaicingCode0
Frequency Enhancement for Image DemosaickingCode0
Generative Model-Assisted Demosaicing for Cross-multispectral Cameras—0
Learning Joint Denoising, Demosaicing, and Compression from the Raw Natural Image Noise DatasetCode0
Unveiling Hidden Details: A RAW Data-Enhanced Paradigm for Real-World Super-Resolution—0
MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging—0
Combining Pre- and Post-Demosaicking Noise Removal for RAW Video—0
Retinex-RAWMamba: Bridging Demosaicing and Denoising for Low-Light RAW Image EnhancementCode1
Efficient Polarization Demosaicking via Low-cost Edge-aware and Inter-channel CorrelationCode0
How to Best Combine Demosaicing and Denoising?—0
A self-supervised and adversarial approach to hyperspectral demosaicking and RGB reconstruction in surgical imaging—0
Learning deep illumination-robust features from multispectral filter array imagesCode0
Learning Binary Color Filter Arrays with Trainable Hard ThresholdingCode0
DemosaicFormer: Coarse-to-Fine Demosaicing Network for HybridEVS CameraCode1
Deep convolutional demosaicking network for multispectral polarization filter array—0
A New Multi-Picture Architecture for Learned Video Deinterlacing and Demosaicing with Parallel Deformable Convolution and Self-Attention BlocksCode0
Event Camera Demosaicing via Swin Transformer and Pixel-focus LossCode0
Toward Accurate and Temporally Consistent Video Restoration from Raw DataCode1
Efficient and Accurate Hyperspectral Image Demosaicing with Neural Network Architectures—0
A Joint Multi-Gradient Algorithm for Demosaicing Bayer Images—0
Pixel-Inconsistency Modeling for Image Manipulation Localization—0
Joint Demosaicing and Denoising with Double Deep Image Priors—0
Iterative Reweighted Least Squares Networks With Convergence Guarantees for Solving Inverse Imaging Problems—0
Efficient Unified Demosaicing for Bayer and Non-Bayer Patterned Image Sensors—0
Unsupervised Spectral Demosaicing with Lightweight Spectral Attention Networks—0
Learning Degradation-Independent Representations for Camera ISP Pipelines—0
Double Binnable RGB, RGBW and LMS Color Filter Arrays—0
Model-based demosaicking for acquisitions by a RGBW color filter array—0
ISP meets Deep Learning: A Survey on Deep Learning Methods for Image Signal Processing—0
Toward Moiré-Free and Detail-Preserving Demosaicking—0
Sign-Coded Exposure Sensing for Noise-Robust High-Speed Imaging—0
Learning Sparse and Low-Rank Priors for Image Recovery via Iterative Reweighted Least Squares Minimization—0
NeRD: Neural field-based Demosaicking—0
SDAT: Sub-Dataset Alternation Training for Improved Image Demosaicing—0
Toward DNN of LUTs: Learning Efficient Image Restoration with Multiple Look-Up TablesCode1
MSFA-Frequency-Aware Transformer for Hyperspectral Images Demosaicing—0
Joint Multi-Scale Tone Mapping and Denoising for HDR Image EnhancementCode0
Spatial gradient consistency for unsupervised learning of hyperspectral demosaicking: Application to surgical imaging—0
Large-scale Global Low-rank Optimization for Computational Compressed Imaging—0
Joint Demosaicing and Deghosting of Time-Varying Exposures for Single-Shot HDR Imaging—0
A Geometric Model for Polarization Imaging on Projective Cameras—0
Deep Demosaicing for Polarimetric Filter Array CamerasCode0
Hyperspectral Demosaicing of Snapshot Camera Images Using Deep Learning—0
Enabling ISP-less Low-Power Computer Vision—0
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